This is an open assessment looking at potential health effects of a national fish promotion program in Finland. The details of the assessment are described at Opasnet. This file contains the R code to run the assessment model.

Knit to html for best performance.

Calculation is based on BONUS GOHERR project and its fish health benefit-risk assessment.

What needs to be done for PFAS assessment?

  1. Amount should be gender and age-specific, because we need to worry about young mothers. Solution: take KKE amounts of fish, and scale those with the Goherr subgroup-specific proportions. DONE. Not age-specific atm.
  2. Amounts should reflect the actual fish consumption in Porvoo. Solution: postpone and use national statistics. DONE
  3. Infant’s dioxin concentration module must be added. Solution: Use Goherr model for expo_indir DONE
  4. The module must be updated to match PFAS as well. Solution: update the module to contain column Exposure_agent. Change body fat parameter to volume of distribution. DONE but not checked.
  5. Find why expo_indir is so much higher than EFSA toxicokinetic assessment. Make an alternative model. Solution: problem was with too high absorption fractions, probably. DONE
  6. Add ERF for PFAS (sum of PFOS, PFHxS, PFOA, PFNA). Solution: Make a new page for ERF of PFAS and add that to adjusted ERFs. First immunology; postpone cholesterol and low birth weight and liver toxicity. DONE
  7. Add case burdens for PFAS outcomes. Solution: give rough estimates for immunology to get started. DONE
  8. Add PFAS concentrations to data. Solution: Look at Porvoo concentrations first and make conc_pfas; combine that with conc_vit. DONE
  9. Add dioxin and MeHg concentrations. DONE
  10. Now that the model runs technically, look through each part to check that it makes sense. DONE
  11. If PAF contains some inputs with Age and some without Age (implying that they apply to any age group), only the explicit age groups remain in the end. Solution: Add RRorig to compensate for this. DONE
  12. TEQ and MeHg are missing from dose. Check why and correct. DONE
  13. The proportions of All-cause mortality and CHD2 mortality are 3:1 in Kotimaisen kalan edistämisohjelma but 3:2 in this analysis. Why? Probably omega3-concentration is higher here. Solution: Consider double counting, should the overlap be handled in some way? Also, CHD2 mortality ERF is non-linear, and here these is no background intake. Solution: add background. DONE
  14. In exposure, ALA + DHA < Omega3. Why? Because the values come directly from Fineli and probably omega3 contains other fatty acids as well. DONE
  15. BoDattr: age group 45 - 50 is way smaller than any other group. Why? Solution: it’s the misplaces 5-9-year age group. DONE
  16. conc_mehg does not contain Iter although it is probabilistic. Solution: Update formula. DONE
  17. TEQ response for cancer morbidity is way too large. Why? Is there a unit problem? Let’s look at age group 45-49. BoD 3800, BoDattr 970, dose (Female) 188, CSF 0.0005, incidence 0.00657, population (Female) 154000. This makes case burden = BoD / I / P = 3800/0.00657/154000 = 3.7 DALY/case which is ten times higher than Goherr case burden 0.39 DALY/case. The reason is that the former is about life-time exposure while the latter is per one-year exposure, which is the correct way. The current PAF implies that 21 and 31 % of cancers in females and males, respectively are caused by TEQ in all age groups. That’s an artifact also from the lifetime vs yearly mismatch. DONE
  18. Related to cancer yearly-lifetime mismatch, also case burden must be corrected. No need, because data comes from InpBoD. DONE
  19. MeHg exposure is ca. 2 ug/d when you would assume 1 mg/kg * 0.03 kg/d = 30 ug/d. Where is the difference? Because average fish only 0.1 mg/kg. In addition, salmon is missing. DONE
  20. Sperm concentration and dental defect show fairly large BoD. This is because the ERFs have exposure units pg/g, while the exposure has pg/d. Solution: implement the expo_indir submodule. DONE
  21. Why is average fish so much higher with PFAS concentration than other fish species and the expectation? Because individual samples are accidentally summed, not bootstrapped. Solution: update formula for conc_pfas. DONE
  22. Incorrect levels(Age). DONE
  23. expo_indir for TEQ is still unrealistically high. Solution: adjust parameters lower. DONE
  24. MeHg IQ effect is surprisingly large. Why? The exposure increased as salmon and rainbow trout concentrations became available, but still it is bigger than expected. PAF is 110 % so this cannot be. The reason is that the response is based on mother’s intake, and not it is allocated to the child. Solution: adjust exposure to match mother’s exposures.
  25. TEQ sperm concentration effect is surprisingly large. Why?
  26. RR has column Exposure: Direct. This is redundant? Well, it comes from dose (and from exposure). It makes no harm. DONE
  27. PAF of TEQ TWI is -7 and TWI 2018 is 2. How come? ERF, incidence, and case_burden seem to be OK. Solution: There are parentheses missing from formula of PAF. Corrected. DONE
  28. Age group undefined should go to the respective ages. Solution: Exposure should be age-specific. Then “undefined” could be removed. Also, correct incidence not to contain “undefined”.
  29. PFAS BoD TWI is 0. Why? Some people should exceed it. Or is it due to lack of variability?
  30. Breast cancer, Vitamin D recommendation, and depression go to positive side although they are benefits. Why? It is a plotly thing, as the bars continue from the previous bar and therefore stack in a strange way.
objects.latest("Op_en2261", code_name="RR2") # RR on page [[Health impact assessment]]
## Loading objects:
##   RR
RRorig <- RR@formula

RR@formula <- function(...) {
  out <- RRorig()
  out <- out * Ovariable(
    output=data.frame(Age = ages, Result=1),
    marginal=c(TRUE,FALSE)
  )
  return(out)
}
# This code was forked from https://github.com/jtuomist/fishhealth/blob/master/fishhealth.Rmd
# This code was previously forked from code Op_fi5923/model on page [[Kotimaisen kalan edistämisohjelma]]
# The code was even more previously forked from Op_fi5889/model on page [[Ruori]] and Op_en7748/model on page [[Goherr assessment]]

dat <- opbase.data("Op_fi5932", subset="Malliparametrit")[-1] # [[PFAS-yhdeisteiden tautitaakka]]
dec <- opbase.data("Op_fi5932", subset="Decisions")[-1]
DecisionTableParser(dec)

CTable <- opbase.data("Op_fi5932",subset="CollapseMarginals")
#for(i in 1:ncol(CTable)) {CTable[[i]] <- as.character(CTable[[i]])} # The default is currently character, not factor
CollapseTableParser(CTable)

cat("Laskennassa käytetty data.\n")
## Laskennassa käytetty data.
dat
cat("Tarkastellut päätökset.\n")
## Tarkastellut päätökset.
dec
cat("Aggregoidut marginaalit.\n")
## Aggregoidut marginaalit.
CTable
dummy <- Ovariable("dummy",data=data.frame(Age="dummy", Fish="dummy", Compound="dummy", Area="dummy", Result=1)) # Keep these columns marginals

fish_proportion <- Ovariable( # How population subgroups eat fish differently
  "fish_proportion",
  data = data.frame(prepare(dat,"fish proportion",c("Type","Exposure_agent","Response","Unit"))),
  unit="proportion of the mean")

total_amount <- Ovariable(
  "total_amount",
  data=prepare(dat, "amount", c("Type","Response","Exposure_agent","Unit")),
  unit="M kg/a")

amount <- Ovariable(
  "amount",
  dependencies = data.frame(Name=c("total_amount", "fish_proportion")),
  formula = function(...) {
    amount <- total_amount
      # Filleted weight, i.e. no loss.
    amount <- amount * 1000 / 5.52 /365.25 
      # M kg/a per 5.52M population --> g/d per average person.
    amount <- amount * fish_proportion
      # fish_proportion tells the relative amount in each subgroup
  
    # Match KKE-classification in amount with Fineli classification
    tmp <- Ovariable(
      output = data.frame(
        Kala = c("Kasvatettu", "Kaupallinen", "Kirjolohi", "Silakka", "Vapaa-ajan", "Muu tuonti", "Tuontikirjolohi", "Tuontilohi"),
        Fish = c("Whitefish", "Average fish","Rainbow trout", "Herring", "Average fish", "Average fish", "Rainbow trout", "Salmon"),
        Result = 1
      ),
      marginal = c(TRUE, TRUE, FALSE)
    )
    
    amount <- amount * tmp
    
    return(amount)
  },
  unit="g/d"
)
# Exposure:To child and To eater not needed, because dioxins are not (yet) included

population <- Ovariable(
  "population", 
  data=prepare(dat, "population", c("Type", "Exposure_agent", "Response","Unit")),
  unit = "#"
)
population@data$Age <- factor(population@data$Age, levels=levels(ages))

incidence <- Ovariable(
  "incidence",
  data = prepare(dat,"incidence",c("Type","Exposure_agent","Unit")),
  unit="1/person-year")
incidence@data$Age <- factor(incidence@data$Age, levels=levels(ages))

case_burden <- Ovariable(
  "case_burden",
  data = prepare(dat,"case burden",c("Type", "Exposure_agent","Unit")),
  unit="DALY/case")

ERFchoice <- Ovariable(
  "ERFchoice",
  data = 
    prepare(dat, "ERFchoice", c("Unit", "Type"))
)

#### InpBoD

tmp <- prepare(dat, "BoD", c("Type","Exposure_agent","Unit"))
tmp[tmp=="All causes"] <- "All-cause mortality"
tmp[tmp=="Depressive disorders"] <- "Depression"
tmp[tmp=="Neoplasms"] <- "Cancer morbidity yearly"
tmp[tmp=="Respiratory infections and tuberculosis"] <- "Immunosuppression" # Infections of 0-9-year-olds are assumed to represent the background BoD of immunosuppressive effect of PFAS
tmp[tmp=="Cardiovascular diseases"] <- "CHD2 mortality"
tmp$Age <- factor(tmp$Age, levels=levels(ages))
InpBoD <- EvalOutput(Ovariable( # Evaluated because is not a dependency but an Input
  "InpBoD",
  data = tmp,
  unit="DALY/a"
))
conc_vit <- Ovariable(
  "conc_vit",
  ddata = "Op_en1838", # [[Concentrations of beneficial nutrients in fish]]
  subset = "Fineli data for common fish species",
  unit="ALA mg/g, DHA mg/g, Fish g/g, Omega3 mg/g, Vitamin D µg/g f.w. after adjustment"
)
  df = conc_vit@data
  df$Nutrient[df$Nutrient=="D-vitamiini (µg)"] <- "Vitamin D"
  df$Nutrient[df$Nutrient=="rasvahapot n-3 moni-tyydyttymättömät (g)"] <- "Omega3"
  df$Nutrient[df$Nutrient=="rasvahappo 18:3 n-3 (alfalinoleenihappo) (mg)"] <- "ALA"
  df$Nutrient[df$Nutrient=="rasvahappo 22:6 n-3 (DHA) (mg)"] <- "DHA"
  df$Nutrient[df$Nutrient=="proteiini (g)"] <- "Fish"
  df$conc_vitResult[df$Nutrient=="Fish"] <- "1"
  df <- dropall(df[df$Nutrient %in% c("Vitamin D", "Omega3", "ALA", "DHA", "Fish") , ])
conc_vit@data <- df

######## Concentration of PFAS

# Data from EU-kalat3 (Finland excl Vanhankaupunginlahti): # pg/g fresh weight
#       POP     mean       sd      min   Q0.025   median   Q0.975      max
# 2.5% PFOS 2055.757 1404.045 305.0399 330.1365 1533.269 5029.697 5814.935

# Data from EU-kalat3 (Vanhankaupunginlahti, Helsinki) # ng/g f.w.
#      POP   mean       sd      min   Q0.025   median   Q0.975      max
#2.5% PFOS 14.428 11.94542 1.499441 1.607789 15.64988 35.32517 38.91994

conc_eukalat <- EvalOutput(Ovariable(
  "conc_eukalat",
  data = data.frame(
    Area = c("Suomi","Helsinki"),
    Compound="PFOS",
    Result=c("2.056 (3.301 - 5.030)", "14.428 (1.499 - 35.325)")),
  unit="ng/g fresh weight"
))

conc_pfas_raw <- Ovariable(
  "conc_pfas_raw",
  ddata="Op_fi5932",subset="PFAS concentrations",
  unit="ng/g f.w.")

conc_pfas <- Ovariable(
  "conc_pfas",
  dependencies = data.frame(Name="conc_pfas_raw"),
  formula = function(...) {
    out <- conc_pfas_raw
    out$Source <- NULL
    out$Area <- "Porvoo"
    out <- expand_index(out, list(Fish=list(Perch=c(
      "Average fish", "Pike","Rainbow trout","Roach", "Salmon", "Vendace", "Whitefish"))))
    out <- out[sample(nrow(out@output)),]
    out <- out[!duplicated(out@output[intersect(colnames(out@output),c("Fish","Compound","Iter"))]),]
    out@marginal <- c(TRUE, TRUE, FALSE, TRUE, TRUE)
    return(out)
  },
  unit="ng/g fresh weight"
)

#sum_pfas <- oapply(conc_pfas, cols=c("Kala","Compound"), FUN=sum)
#tmp <- conc_pfas / sum_pfas
#summary(tmp, marginals="Compound")
#
## This tells that PFOS consists of 71 - 97 % of the four key PFAS, while PFOA, PFNA, and PFHxS consist of 
# 0 - 10 %, 2 - 18 %, and 0 - 9 %, respectively.
# Even if we included the next most abundant congeners, i.e. PFDA and PFUnA, the overall picture would not change.

conc <- Ovariable(
  "conc",
  dependencies = data.frame(
    Name=c("conc_vit", "conc_pfas","conc_pcddf","conc_mehg"),
    Ident = c(NA,NA,"Op_en3104/pcddf_mean","Op_en4004/conc_mehg_allfish")),
  formula = function(...){
    conc_vit <- oapply(conc_vit, cols=c("Kala", "Adjust"),FUN=mean)
    colnames(conc_vit@output)[colnames(conc_vit@output)=="Nutrient"] <- "Compound"

#    conc_pfas <- oapply(conc_pfas, cols=c("Obs","Area"), FUN=mean) # Redundant because handled already
    conc_pfas$Compound[conc_pfas$Compound %in% c("PFOA","PFNA","PFHxS","PFOS")] <- "PFAS"
    conc_pfas <- oapply(conc_pfas, cols="Area", FUN=sum) # Works because only one area
    
    conc_pcddf$Compound <- "TEQ"
    
    conc_mehg <- oapply(conc_mehg[conc_mehg$Area=="Porvoo",], NULL, mean, c("Area","Kala")) # UPDATE FOR PROBABILISTIC APPROACH
    conc_mehg$Compound <- "MeHg"
    
    out <- OpasnetUtils::combine(conc_vit, conc_pfas, conc_pcddf, conc_mehg)
    return(out)
  }
)

#conc <- EvalOutput(conc, verbose=TRUE)
#View(conc@output)
#View(conc_pcddf@output)
#View(conc_mehg@output)
###################################################################
# Code copied from http://en.opasnet.org/w/Goherr_assessment#

mc2dparam<- list(
  N2 = 10, # Number of iterations in the new Iter
  strength = 50, # Sample size to which the fun is to be applied. Resembles number of observations
  run2d = FALSE, # Should the mc2d function be used or not?
  info = 1, # Ovariable that contains additional indices, e.g. newmarginals.
  newmarginals = c("Exposure"), # Names of columns that are non-marginals but should be sampled enough to become marginals
  method = "bootstrap", # which method to use for 2D Monte Carlo? Currently bootsrap is the only option.
  fun = mean # Function for aggregating the first Iter dimension.
)

expo_background <- Ovariable(
  "expo_background",
  data = prepare(dat, "background exposure", c("Type","Response","Unit")),
  unit = "Vitamin D: µg /day; DHA, EPA, Omega3: mg /day"
)

expo_dir <- Ovariable(
  "expo_dir",
  dependencies=data.frame(Name=c("amount","conc","expo_background")),
  formula = function(...) {
    out <- amount * conc
    colnames(out@output)[colnames(out@output)=="Compound"] <- "Exposure_agent"
    out <- OpasnetUtils::combine(out, expo_background)
    out <- out * Ovariable(output = data.frame(Age=ages[-19], Result=1), marginal=c(TRUE,FALSE))
    return(out)
  },
  unit = "PCDDF, PCB, TEQ: pg /day; Vitamin D, MeHg: µg /day; DHA, EPA, Omega3: mg /day"
)

exposure <- Ovariable(
  "exposure",
  dependencies = data.frame(
    Name = c(
      "expo_dir", # direct exposure, i.e. the person eats or breaths the exposure agent themself
      "expo_indir", # indirect exposure, i.e. the person (typically fetus or infant) is exposed via someone else (mother)
      "mc2d" # 2D Monte Carlo function
    ),
    Ident = c(
      NA,
      "Op_en7797/expo_indir2", # [[Infant's dioxin exposure]] # expo_indir
      "Op_en7805/mc2d") # [[Two-dimensional Monte Carlo]]
  ),
  formula = function(...) {
    expo_indir <- expo_indir[expo_indir$Gender =="Female",] # Age must be selected too, if available, and then collapsed if >1 location.
    expo_indir$Gender <- NULL
    expo_indir <- expo_indir[expo_indir$Age %in% c("20 - 24","25 - 29", "30 - 34", "35 - 39", "40 - 44"),]
    expo_indir <- CollapseMarginal(expo_indir, "Age")
    expo_indir$Age <- NULL
    
    expo_dir$Exposure <- "Direct"
    
    out <- OpasnetUtils::combine(expo_dir, expo_indir)
    out <- mc2d(out)
    return(out)
  },
  unit = "PCDDF, PCB, TEQ: (To eater: pg /day; to child: pg /g fat); Vitamin D, MeHg: µg /day; DHA, EPA, Omega3: mg /day"
)

#oempty(c("expo_background", "expo_dir","expo_indir","exposure"))
#exposure <- EvalOutput(exposure, verbose=TRUE)
#View(exposure@output)
objects.latest("Op_en2261",code_name="BoDattr2") # [[Health impact assessment]]
## Loading objects:
##   BoDattr
tryCatch(BoDattr <- EvalOutput(BoDattr, verbose=TRUE))
##  Evaluating BoDattr ...
## 
##  - BoD fetched successfully!
## 
##  - PAF fetched successfully!
## - Evaluating BoD ...
## - - Evaluating incidence ...
## 
##  done(0 secs)!
## - - Checking incidence marginals ... Response, Age, incidenceSource recognized as marginal(s).
## Loading required package: reshape2
## 
## Attaching package: 'reshape2'
## The following object is masked from 'package:tidyr':
## 
##     smiths
## - - Processing incidence decisions ... done!
## - - Evaluating case_burden ...
## 
##  done(0 secs)!
## - - Checking case_burden marginals ... Response, case_burdenSource recognized as marginal(s).
## - - Processing case_burden marginal collapses ... done!
## - - Evaluating population ...
## 
##  done(0 secs)!
## - - Checking population marginals ... Gender, Age, populationSource recognized as marginal(s).
## 
## - done(0.26 secs)!
## - Checking BoD marginals ... Response, Age, incidenceSource, Adjust, Gender, populationSource, BoDSource recognized as marginal(s).
## - Processing BoD inputs ... done!
## - Processing BoD marginal collapses ...
## Warning in oapply(variable, FUN = fun[[i]], cols = cols[[i]], na.rm = TRUE):
## While oapplying BoD, found NAs in indices: Adjust, InpBoDSource. They were
## automatically filled using fillna, which may result in a multiplied population.
## Please check your ovariable before using oapply.
##  done!
## - Processing BoD decisions ... done!
## - Evaluating PAF ...
## 
##  - - dose fetched successfully!
## 
##  - - ERF fetched successfully!
## 
##  - - frexposed fetched successfully!
## 
##  - - P_illness fetched successfully!
## 
##  - - sumExposcen fetched successfully!
## 
##  - - mc2d fetched successfully!
## - - Evaluating dose ...
## 
##  - - - BW fetched successfully!
## - - - Evaluating exposure ...
## 
##  - - - - expo_indir fetched successfully!
## - - - - Evaluating expo_dir ...
## - - - - - Evaluating amount ...
## - - - - - - Evaluating total_amount ...
## 
##  done(0 secs)!
## - - - - - - Checking total_amount marginals ... Kala, Scenario, total_amountSource recognized as marginal(s).
## - - - - - - Evaluating fish_proportion ...
## 
##  done(0 secs)!
## - - - - - - Checking fish_proportion marginals ... Gender, fish_proportionSource recognized as marginal(s).
## 
## ----- done(0.11 secs)!
## - - - - - Checking amount marginals ... Kala, Scenario, total_amountSource, Gender, fish_proportionSource, Fish, amountSource recognized as marginal(s).
## - - - - - Evaluating conc ...
## 
##  - - - - - - conc_pcddf fetched successfully!
## 
##  - - - - - - conc_mehg fetched successfully!
## - - - - - - Evaluating conc_vit ...
## 
##  done(0.01 secs)!
## - - - - - - Checking conc_vit marginals ... Kala, Fish, Nutrient, conc_vitSource recognized as marginal(s).
## - - - - - - Processing conc_vit decisions ... done!
## - - - - - - Evaluating conc_pfas ...
## - - - - - - - Evaluating conc_pfas_raw ...
## 
##  done(0.02 secs)!
## - - - - - - - Checking conc_pfas_raw marginals ... Fish, Compound, conc_pfas_rawSource recognized as marginal(s).
## 
## ------ done(0.09 secs)!
## - - - - - - Checking conc_pfas marginals ... Fish, Compound, conc_pfas_rawSource, Area, conc_pfasSource recognized as marginal(s).
## - - - - - - Processing conc_pfas marginal collapses ... done!
## - - - - - - Evaluating conc_pcddf ...
## 
##  - - - - - - - TEF fetched successfully!
## - - - - - - - Evaluating TEF ...
## 
##  - - - - - - - - TEFversion fetched successfully!
## - - - - - - - - Evaluating TEFraw ...
## 
##  done(0.01 secs)!
## - - - - - - - - Checking TEFraw marginals ... Group, Compound, TEFversion, TEFrawSource recognized as marginal(s).
## 
## ------- done(26.01 secs)!
## - - - - - - - Checking TEF marginals ... Compound, Group, TEFversion, TEFrawSource, TEFSource recognized as marginal(s).
## 
## ------ done(1.02 mins)!
## - - - - - - Checking conc_pcddf marginals ... Fish, conc_pcddfSource recognized as marginal(s).
## - - - - - - Evaluating conc_mehg ...
## 
##  - - - - - - - Hg fetched successfully!
## 
## ------ done(23.03 secs)!
## - - - - - - Checking conc_mehg marginals ... Area, Kala, Fish, conc_mehgSource recognized as marginal(s).
## 
## ----- done(2.2 mins)!
## - - - - - Checking conc marginals ... Fish, Compound, concSource recognized as marginal(s).
## - - - - - Evaluating expo_background ...
## 
##  done(0 secs)!
## - - - - - Checking expo_background marginals ... Exposure_agent, Gender, expo_backgroundSource recognized as marginal(s).
## 
## ---- done(2.2 mins)!
## - - - - Checking expo_dir marginals ... Kala, Scenario, total_amountSource, Gender, fish_proportionSource, Fish, amountSource, Exposure_agent, concSource, Age, expo_dirSource recognized as marginal(s).
## - - - - Evaluating expo_indir ...
## - - - - - Evaluating t0.5 ...
## 
##  done(0 secs)!
## - - - - - Checking t0.5 marginals ... Exposure_agent, t0.5Source recognized as marginal(s).
## - - - - - Evaluating f_ing ...
## 
##  done(0 secs)!
## - - - - - Checking f_ing marginals ... Exposure_agent, f_ingSource recognized as marginal(s).
## - - - - - Evaluating f_mtoc ...
## 
##  done(0 secs)!
## - - - - - Checking f_mtoc marginals ... Exposure_agent, f_mtocSource recognized as marginal(s).
## - - - - - Evaluating BF ...
## 
##  done(0 secs)!
## - - - - - Checking BF marginals ... Exposure_agent, BFSource recognized as marginal(s).
## 
## ---- done(0.24 secs)!
## - - - - Checking expo_indir marginals ... Kala, Scenario, total_amountSource, Gender, fish_proportionSource, Fish, amountSource, Exposure_agent, concSource, Age, expo_dirSource, f_ingSource, t0.5Source, f_mtocSource, BFSource, Exposure, expo_indirSource recognized as marginal(s).
## - - - - Processing expo_indir marginal collapses ... done!
## 
## --- done(2.59 mins)!
## - - - Checking exposure marginals ... Kala, Scenario, total_amountSource, Gender, fish_proportionSource, Fish, amountSource, Exposure_agent, concSource, Age, Exposure, expo_dirSource, exposureSource recognized as marginal(s).
## - - - Processing exposure marginal collapses ...
## Warning in oapply(variable, FUN = fun[[i]], cols = cols[[i]], na.rm = TRUE):
## While oapplying exposure, found NAs in indices: Scenario, total_amountSource,
## Gender, fish_proportionSource, amountSource, concSource, Age, expo_dirSource.
## They were automatically filled using fillna, which may result in a multiplied
## population. Please check your ovariable before using oapply.
##  done!
## - - - Evaluating BW ...
## 
##  done(0 secs)!
## - - - Checking BW marginals ... BWSource recognized as marginal(s).
## 
## -- done(2.98 mins)!
## - - Checking dose marginals ... Scenario, total_amountSource, Gender, fish_proportionSource, amountSource, Exposure_agent, concSource, Age, Exposure, expo_dirSource, Scaling, exposureSource, BWSource, doseSource recognized as marginal(s).
## - - Processing dose marginal collapses ... done!
## - - Evaluating ERF ...
## 
##  - - - ERF_env fetched successfully!
## 
##  - - - ERF_omega3 fetched successfully!
## 
##  - - - ERF_mehg fetched successfully!
## 
##  - - - ERF_diox fetched successfully!
## 
##  - - - ERF_vit fetched successfully!
## 
##  - - - ERF_micr fetched successfully!
## 
##  - - - ERF_pfas fetched successfully!
## - - - Evaluating ERF_env ...
## 
##  done(0.01 secs)!
## - - - Checking ERF_env marginals ... Exposure_agent, Response, Subgroup, Exposure, ER_function, Scaling, Exposure_unit, Observation, ERF_envSource recognized as marginal(s).
## - - - Evaluating ERF_omega3 ...
## 
##  done(0 secs)!
## - - - Checking ERF_omega3 marginals ... Exposure_agent, Response, Exposure, Exposure_unit, ER_function, Scaling, Observation, ERF_omega3Source recognized as marginal(s).
## - - - Evaluating ERF_mehg ...
## 
##  done(0 secs)!
## - - - Checking ERF_mehg marginals ... Exposure_agent, Response, Exposure, Exposure_unit, ER_function, Scaling, Observation, ERF_mehgSource recognized as marginal(s).
## - - - Evaluating ERF_diox ...
## 
##  done(0 secs)!
## - - - Checking ERF_diox marginals ... Exposure_agent, Response, Exposure, Exposure_unit, ER_function, Scaling, Observation, ERF_dioxSource recognized as marginal(s).
## - - - Evaluating ERF_vit ...
## 
##  done(0 secs)!
## - - - Checking ERF_vit marginals ... Exposure_agent, Response, Exposure, Exposure_unit, ER_function, Scaling, Observation, ERF_vitSource recognized as marginal(s).
## - - - Evaluating ERF_micr ...
## 
##  done(0 secs)!
## - - - Checking ERF_micr marginals ... Exposure_agent, Response, Exposure, Exposure_unit, ER_function, Scaling, Observation, ERF_micrSource recognized as marginal(s).
## - - - Evaluating ERF_pfas ...
## 
##  done(0 secs)!
## - - - Checking ERF_pfas marginals ... Exposure_agent, Response, Exposure, Exposure_unit, ER_function, Scaling, Observation, ERF_pfasSource recognized as marginal(s).
## - - - Evaluating ERFchoice ...
## 
##  done(0 secs)!
## - - - Checking ERFchoice marginals ... Exposure_agent, Response, Scaling, Exposure, ER_function, ERFchoiceSource recognized as marginal(s).
## 
## -- done(2.73 mins)!
## - - Checking ERF marginals ... Exposure_agent, Response, Exposure, ER_function, Scaling, Observation, ERFSource recognized as marginal(s).
## - - Processing ERF marginal collapses ... done!
## - - Evaluating RR ...
## - - - Processing dose marginal collapses ... done!
## - - - Processing ERF marginal collapses ... done!
## 
## -- done(0.18 secs)!
## - - Checking RR marginals ... Exposure_agent, Response, ER_function, Scaling, ERFSource, Scenario, total_amountSource, Gender, fish_proportionSource, amountSource, Age, Exposure, expo_dirSource, doseSource, RRSource recognized as marginal(s).
## - - Evaluating frexposed ...
## 
##  done(0 secs)!
## - - Checking frexposed marginals ... frexposedSource recognized as marginal(s).
## - - Evaluating P_illness ...
## 
##  done(0 secs)!
## - - Checking P_illness marginals ... Response, Illness, Age, P_illnessSource recognized as marginal(s).
## 
## - done(8.09 mins)!
## - Checking PAF marginals ... Exposure_agent, Response, ER_function, Scaling, ERFSource, Scenario, total_amountSource, Gender, fish_proportionSource, amountSource, Age, Exposure, expo_dirSource, doseSource, frexposedSource, incidenceSource, Adjust, RRSource, PAFSource recognized as marginal(s).
## - Processing PAF marginal collapses ...
## Warning in oapply(variable, FUN = fun[[i]], cols = cols[[i]], na.rm = TRUE):
## While oapplying PAF, found NAs in indices: Adjust. They were automatically
## filled using fillna, which may result in a multiplied population. Please check
## your ovariable before using oapply.
##  done!
## 
##  done(8.89 mins)!
##  Checking BoDattr marginals ... Adjust, Response, Age, Gender, InpBoDSource, Exposure_agent, Scenario, total_amountSource, fish_proportionSource, amountSource, expo_dirSource, PAFSource, BoDattrSource recognized as marginal(s).
BoDattr$Age <- factor(BoDattr$Age, levels=levels(ages))
oprint(summary(amount,"mean"))
##               Kala Scenario Gender          Fish       mean
## 1      Kaupallinen      BAU Female  Average fish  1.2697279
## 2       Muu tuonti      BAU Female  Average fish 11.1101191
## 3       Vapaa-ajan      BAU Female  Average fish  3.9282207
## 4      Kaupallinen      BAU   Male  Average fish  1.9045919
## 5       Muu tuonti      BAU   Male  Average fish 16.6651787
## 6       Vapaa-ajan      BAU   Male  Average fish  5.8923310
## 7          Silakka      BAU Female       Herring  0.6348640
## 8          Silakka      BAU   Male       Herring  0.9522959
## 9        Kirjolohi      BAU Female Rainbow trout  2.6584928
## 10 Tuontikirjolohi      BAU Female Rainbow trout  1.9045919
## 11       Kirjolohi      BAU   Male Rainbow trout  3.9877392
## 12 Tuontikirjolohi      BAU   Male Rainbow trout  2.8568878
## 13      Tuontilohi      BAU Female        Salmon  9.3642433
## 14      Tuontilohi      BAU   Male        Salmon 14.0463649
## 15      Kasvatettu      BAU Female     Whitefish  0.2380740
## 16      Kasvatettu      BAU   Male     Whitefish  0.3571110
oprint(summary(BoD,marginals=c("Age","Response"),"mean"))
##           Age                                          Response         mean
## 1       0 - 4                           Cancer morbidity yearly   309.520000
## 2     10 - 14                           Cancer morbidity yearly   347.075000
## 3     15 - 19                           Cancer morbidity yearly   414.975000
## 4     20 - 24                           Cancer morbidity yearly   569.525000
## 5     25 - 29                           Cancer morbidity yearly   795.455000
## 6     30 - 34                           Cancer morbidity yearly  1147.985000
## 7     35 - 39                           Cancer morbidity yearly  1679.125000
## 8     40 - 44                           Cancer morbidity yearly  2452.565000
## 9     45 - 49                           Cancer morbidity yearly  3849.380000
## 10      5 - 9                           Cancer morbidity yearly   345.520000
## 11    50 - 54                           Cancer morbidity yearly  6987.900000
## 12    55 - 59                           Cancer morbidity yearly 11237.330000
## 13    60 - 64                           Cancer morbidity yearly 16331.910000
## 14    65 - 69                           Cancer morbidity yearly 21899.650000
## 15    70 - 74                           Cancer morbidity yearly 25551.860000
## 16    75 - 79                           Cancer morbidity yearly 18015.230000
## 17    80 - 84                           Cancer morbidity yearly 14650.915000
## 18        85+                           Cancer morbidity yearly 11950.230000
## 19      0 - 4      Dioxin recommendation tolerable daily intake    14.146024
## 20    10 - 14      Dioxin recommendation tolerable daily intake    17.070091
## 21    15 - 19      Dioxin recommendation tolerable daily intake    16.398287
## 22    20 - 24      Dioxin recommendation tolerable daily intake    17.353040
## 23    25 - 29      Dioxin recommendation tolerable daily intake    19.660245
## 24    30 - 34      Dioxin recommendation tolerable daily intake    19.388461
## 25    35 - 39      Dioxin recommendation tolerable daily intake    19.941978
## 26    40 - 44      Dioxin recommendation tolerable daily intake    19.151169
## 27    45 - 49      Dioxin recommendation tolerable daily intake    17.376753
## 28      5 - 9      Dioxin recommendation tolerable daily intake    16.929804
## 29    50 - 54      Dioxin recommendation tolerable daily intake    19.666270
## 30    55 - 59      Dioxin recommendation tolerable daily intake    20.389092
## 31    60 - 64      Dioxin recommendation tolerable daily intake    19.877694
## 32    65 - 69      Dioxin recommendation tolerable daily intake    19.730720
## 33    70 - 74      Dioxin recommendation tolerable daily intake    19.331142
## 34    75 - 79      Dioxin recommendation tolerable daily intake    11.727939
## 35    80 - 84      Dioxin recommendation tolerable daily intake     8.921053
## 36        85+      Dioxin recommendation tolerable daily intake     8.346974
## 37  Undefined      Dioxin recommendation tolerable daily intake   305.406736
## 38      0 - 4 Dioxin recommendation tolerable daily intake 2018    41.152070
## 39    10 - 14 Dioxin recommendation tolerable daily intake 2018    49.658445
## 40    15 - 19 Dioxin recommendation tolerable daily intake 2018    47.704106
## 41    20 - 24 Dioxin recommendation tolerable daily intake 2018    50.481570
## 42    25 - 29 Dioxin recommendation tolerable daily intake 2018    57.193440
## 43    30 - 34 Dioxin recommendation tolerable daily intake 2018    56.402796
## 44    35 - 39 Dioxin recommendation tolerable daily intake 2018    58.013028
## 45    40 - 44 Dioxin recommendation tolerable daily intake 2018    55.712490
## 46    45 - 49 Dioxin recommendation tolerable daily intake 2018    50.550553
## 47      5 - 9 Dioxin recommendation tolerable daily intake 2018    49.250340
## 48    50 - 54 Dioxin recommendation tolerable daily intake 2018    57.210967
## 49    55 - 59 Dioxin recommendation tolerable daily intake 2018    59.313723
## 50    60 - 64 Dioxin recommendation tolerable daily intake 2018    57.826020
## 51    65 - 69 Dioxin recommendation tolerable daily intake 2018    57.398458
## 52    70 - 74 Dioxin recommendation tolerable daily intake 2018    56.236049
## 53    75 - 79 Dioxin recommendation tolerable daily intake 2018    34.117639
## 54    80 - 84 Dioxin recommendation tolerable daily intake 2018    25.952156
## 55        85+ Dioxin recommendation tolerable daily intake 2018    24.282107
## 56  Undefined Dioxin recommendation tolerable daily intake 2018   888.455958
## 57      0 - 4                                 Immunosuppression   295.985000
## 58      5 - 9                                 Immunosuppression   261.535000
## 59      0 - 4                         Loss in child's IQ points 16778.377440
## 60      0 - 4                                          PFAS TWI   128.600218
## 61    10 - 14                                          PFAS TWI   155.182642
## 62    15 - 19                                          PFAS TWI   149.075333
## 63    20 - 24                                          PFAS TWI   157.754908
## 64    25 - 29                                          PFAS TWI   178.729501
## 65    30 - 34                                          PFAS TWI   176.258739
## 66    35 - 39                                          PFAS TWI   181.290711
## 67    40 - 44                                          PFAS TWI   174.101533
## 68    45 - 49                                          PFAS TWI   157.970477
## 69      5 - 9                                          PFAS TWI   153.907313
## 70    50 - 54                                          PFAS TWI   178.784272
## 71    55 - 59                                          PFAS TWI   185.355384
## 72    60 - 64                                          PFAS TWI   180.706311
## 73    65 - 69                                          PFAS TWI   179.370180
## 74    70 - 74                                          PFAS TWI   175.737653
## 75    75 - 79                                          PFAS TWI   106.617623
## 76    80 - 84                                          PFAS TWI    81.100486
## 77        85+                                          PFAS TWI    75.881586
## 78  Undefined                                          PFAS TWI  2776.424869
## 79      0 - 4                               Sperm concentration  4478.670000
## 80      0 - 4                          Vitamin D recommendation    28.292048
## 81    10 - 14                          Vitamin D recommendation    34.140181
## 82    15 - 19                          Vitamin D recommendation    32.796573
## 83    20 - 24                          Vitamin D recommendation    34.706080
## 84    25 - 29                          Vitamin D recommendation    39.320490
## 85    30 - 34                          Vitamin D recommendation    38.776922
## 86    35 - 39                          Vitamin D recommendation    39.883956
## 87    40 - 44                          Vitamin D recommendation    38.302337
## 88    45 - 49                          Vitamin D recommendation    34.753505
## 89      5 - 9                          Vitamin D recommendation    33.859609
## 90    50 - 54                          Vitamin D recommendation    39.332540
## 91    55 - 59                          Vitamin D recommendation    40.778184
## 92    60 - 64                          Vitamin D recommendation    39.755388
## 93    65 - 69                          Vitamin D recommendation    39.461440
## 94    70 - 74                          Vitamin D recommendation    38.662284
## 95    75 - 79                          Vitamin D recommendation    23.455877
## 96    80 - 84                          Vitamin D recommendation    17.842107
## 97        85+                          Vitamin D recommendation    16.693949
## 98  Undefined                          Vitamin D recommendation   610.813471
## 99      0 - 4                           Yes or no dental defect   343.961856
## 100     0 - 4                               All-cause mortality  4867.465000
## 101   10 - 14                               All-cause mortality  1085.545000
## 102   15 - 19                               All-cause mortality  2965.945000
## 103   20 - 24                               All-cause mortality  5274.845000
## 104   25 - 29                               All-cause mortality  6263.540000
## 105   30 - 34                               All-cause mortality  6710.310000
## 106   35 - 39                               All-cause mortality  8275.645000
## 107   40 - 44                               All-cause mortality 10232.015000
## 108   45 - 49                               All-cause mortality 13691.280000
## 109     5 - 9                               All-cause mortality   931.125000
## 110   50 - 54                               All-cause mortality 21321.865000
## 111   55 - 59                               All-cause mortality 29861.910000
## 112   60 - 64                               All-cause mortality 39200.875000
## 113   65 - 69                               All-cause mortality 49295.505000
## 114   70 - 74                               All-cause mortality 59799.700000
## 115   75 - 79                               All-cause mortality 49428.515000
## 116   80 - 84                               All-cause mortality 51968.915000
## 117       85+                               All-cause mortality 69521.985000
## 118     0 - 4                                        Depression     0.415000
## 119   10 - 14                                        Depression   555.885000
## 120   15 - 19                                        Depression  1320.825000
## 121   20 - 24                                        Depression  1841.015000
## 122   25 - 29                                        Depression  1801.465000
## 123   30 - 34                                        Depression  1590.020000
## 124   35 - 39                                        Depression  1721.725000
## 125   40 - 44                                        Depression  1700.280000
## 126   45 - 49                                        Depression  1534.170000
## 127     5 - 9                                        Depression    76.485000
## 128   50 - 54                                        Depression  1718.955000
## 129   55 - 59                                        Depression  1767.165000
## 130   60 - 64                                        Depression  1676.740000
## 131   65 - 69                                        Depression  1561.575000
## 132   70 - 74                                        Depression  1426.235000
## 133   75 - 79                                        Depression   799.700000
## 134   80 - 84                                        Depression   581.295000
## 135       85+                                        Depression   549.190000
## 136     0 - 4                                    CHD2 mortality    53.610000
## 137   10 - 14                                    CHD2 mortality    75.315000
## 138   15 - 19                                    CHD2 mortality   145.345000
## 139   20 - 24                                    CHD2 mortality   254.100000
## 140   25 - 29                                    CHD2 mortality   437.645000
## 141   30 - 34                                    CHD2 mortality   636.420000
## 142   35 - 39                                    CHD2 mortality  1168.260000
## 143   40 - 44                                    CHD2 mortality  1977.565000
## 144   45 - 49                                    CHD2 mortality  3117.310000
## 145     5 - 9                                    CHD2 mortality    48.780000
## 146   50 - 54                                    CHD2 mortality  5476.290000
## 147   55 - 59                                    CHD2 mortality  8747.465000
## 148   60 - 64                                    CHD2 mortality 13077.970000
## 149   65 - 69                                    CHD2 mortality 18100.750000
## 150   70 - 74                                    CHD2 mortality 24549.285000
## 151   75 - 79                                    CHD2 mortality 23413.485000
## 152   80 - 84                                    CHD2 mortality 27899.335000
## 153       85+                                    CHD2 mortality 41870.650000
## 154   15 - 19                                     Breast cancer     2.090000
## 155   20 - 24                                     Breast cancer     7.785000
## 156   25 - 29                                     Breast cancer    36.820000
## 157   30 - 34                                     Breast cancer   145.160000
## 158   35 - 39                                     Breast cancer   263.600000
## 159   40 - 44                                     Breast cancer   433.350000
## 160   45 - 49                                     Breast cancer   704.955000
## 161   50 - 54                                     Breast cancer  1045.325000
## 162   55 - 59                                     Breast cancer  1341.815000
## 163   60 - 64                                     Breast cancer  1513.215000
## 164   65 - 69                                     Breast cancer  1649.330000
## 165   70 - 74                                     Breast cancer  1678.035000
## 166   75 - 79                                     Breast cancer  1232.010000
## 167   80 - 84                                     Breast cancer   950.880000
## 168       85+                                     Breast cancer   874.370000
oprint(summary(BoDattr,marginals=c("Age","Response"),"mean"))
##         Age                                          Response          mean
## 1     0 - 4                           Cancer morbidity yearly  1.785242e+00
## 2     5 - 9                           Cancer morbidity yearly  1.951139e+00
## 3   10 - 14                           Cancer morbidity yearly  1.956941e+00
## 4   15 - 19                           Cancer morbidity yearly  2.381629e+00
## 5   20 - 24                           Cancer morbidity yearly  3.274527e+00
## 6   25 - 29                           Cancer morbidity yearly  4.577121e+00
## 7   30 - 34                           Cancer morbidity yearly  6.480503e+00
## 8   35 - 39                           Cancer morbidity yearly  9.443872e+00
## 9   40 - 44                           Cancer morbidity yearly  1.368822e+01
## 10  45 - 49                           Cancer morbidity yearly  2.145437e+01
## 11  50 - 54                           Cancer morbidity yearly  3.939245e+01
## 12  55 - 59                           Cancer morbidity yearly  6.458151e+01
## 13  60 - 64                           Cancer morbidity yearly  9.463669e+01
## 14  65 - 69                           Cancer morbidity yearly  1.275639e+02
## 15  70 - 74                           Cancer morbidity yearly  1.487741e+02
## 16  75 - 79                           Cancer morbidity yearly  1.042378e+02
## 17  80 - 84                           Cancer morbidity yearly  8.398121e+01
## 18      85+                           Cancer morbidity yearly  6.710874e+01
## 19    0 - 4 Dioxin recommendation tolerable daily intake 2018  2.572004e+02
## 20    5 - 9 Dioxin recommendation tolerable daily intake 2018  3.078146e+02
## 21  10 - 14 Dioxin recommendation tolerable daily intake 2018  3.103653e+02
## 22  15 - 19 Dioxin recommendation tolerable daily intake 2018  2.981507e+02
## 23  20 - 24 Dioxin recommendation tolerable daily intake 2018  3.155098e+02
## 24  25 - 29 Dioxin recommendation tolerable daily intake 2018  3.574590e+02
## 25  30 - 34 Dioxin recommendation tolerable daily intake 2018  3.525175e+02
## 26  35 - 39 Dioxin recommendation tolerable daily intake 2018  3.625814e+02
## 27  40 - 44 Dioxin recommendation tolerable daily intake 2018  3.482031e+02
## 28  45 - 49 Dioxin recommendation tolerable daily intake 2018  3.159410e+02
## 29  50 - 54 Dioxin recommendation tolerable daily intake 2018  3.575685e+02
## 30  55 - 59 Dioxin recommendation tolerable daily intake 2018  3.707108e+02
## 31  60 - 64 Dioxin recommendation tolerable daily intake 2018  3.614126e+02
## 32  65 - 69 Dioxin recommendation tolerable daily intake 2018  3.587404e+02
## 33  70 - 74 Dioxin recommendation tolerable daily intake 2018  3.514753e+02
## 34  75 - 79 Dioxin recommendation tolerable daily intake 2018  2.132352e+02
## 35  80 - 84 Dioxin recommendation tolerable daily intake 2018  1.622010e+02
## 36      85+ Dioxin recommendation tolerable daily intake 2018  1.517632e+02
## 37    0 - 4                                 Immunosuppression  1.387229e+01
## 38    5 - 9                                 Immunosuppression  1.484402e+01
## 39    0 - 4                         Loss in child's IQ points  2.064594e+03
## 40    0 - 4                                          PFAS TWI  1.286002e+02
## 41    5 - 9                                          PFAS TWI  1.539073e+02
## 42  10 - 14                                          PFAS TWI  1.551826e+02
## 43  15 - 19                                          PFAS TWI  1.490753e+02
## 44  20 - 24                                          PFAS TWI  1.577549e+02
## 45  25 - 29                                          PFAS TWI  1.787295e+02
## 46  30 - 34                                          PFAS TWI  1.762587e+02
## 47  35 - 39                                          PFAS TWI  1.812907e+02
## 48  40 - 44                                          PFAS TWI  1.741015e+02
## 49  45 - 49                                          PFAS TWI  1.579705e+02
## 50  50 - 54                                          PFAS TWI  1.787843e+02
## 51  55 - 59                                          PFAS TWI  1.853554e+02
## 52  60 - 64                                          PFAS TWI  1.807063e+02
## 53  65 - 69                                          PFAS TWI  1.793702e+02
## 54  70 - 74                                          PFAS TWI  1.757377e+02
## 55  75 - 79                                          PFAS TWI  1.066176e+02
## 56  80 - 84                                          PFAS TWI  8.110049e+01
## 57      85+                                          PFAS TWI  7.588159e+01
## 58    0 - 4                               Sperm concentration  1.004830e+03
## 59    0 - 4                          Vitamin D recommendation  1.286002e+02
## 60    5 - 9                          Vitamin D recommendation  1.539073e+02
## 61  10 - 14                          Vitamin D recommendation  1.551826e+02
## 62  15 - 19                          Vitamin D recommendation  1.490753e+02
## 63  20 - 24                          Vitamin D recommendation  1.577549e+02
## 64  25 - 29                          Vitamin D recommendation  1.787295e+02
## 65  30 - 34                          Vitamin D recommendation  1.762587e+02
## 66  35 - 39                          Vitamin D recommendation  1.812907e+02
## 67  40 - 44                          Vitamin D recommendation  1.741015e+02
## 68  45 - 49                          Vitamin D recommendation  1.579705e+02
## 69  50 - 54                          Vitamin D recommendation  1.787843e+02
## 70  55 - 59                          Vitamin D recommendation  1.853554e+02
## 71  60 - 64                          Vitamin D recommendation  1.807063e+02
## 72  65 - 69                          Vitamin D recommendation  1.793702e+02
## 73  70 - 74                          Vitamin D recommendation  1.757377e+02
## 74  75 - 79                          Vitamin D recommendation  1.066176e+02
## 75  80 - 84                          Vitamin D recommendation  8.110049e+01
## 76      85+                          Vitamin D recommendation  7.588159e+01
## 77    0 - 4                           Yes or no dental defect  5.590755e+02
## 78    0 - 4                               All-cause mortality -3.940215e+02
## 79    5 - 9                               All-cause mortality -7.424681e+01
## 80  10 - 14                               All-cause mortality -8.729181e+01
## 81  15 - 19                               All-cause mortality -2.510075e+02
## 82  20 - 24                               All-cause mortality -4.582433e+02
## 83  25 - 29                               All-cause mortality -5.472993e+02
## 84  30 - 34                               All-cause mortality -5.805901e+02
## 85  35 - 39                               All-cause mortality -7.164739e+02
## 86  40 - 44                               All-cause mortality -8.793680e+02
## 87  45 - 49                               All-cause mortality -1.166310e+03
## 88  50 - 54                               All-cause mortality -1.808052e+03
## 89  55 - 59                               All-cause mortality -2.535812e+03
## 90  60 - 64                               All-cause mortality -3.319267e+03
## 91  65 - 69                               All-cause mortality -4.145066e+03
## 92  70 - 74                               All-cause mortality -4.980650e+03
## 93  75 - 79                               All-cause mortality -4.044850e+03
## 94  80 - 84                               All-cause mortality -4.134937e+03
## 95      85+                               All-cause mortality -5.268932e+03
## 96    0 - 4                                        Depression -7.647127e-02
## 97    5 - 9                                        Depression -1.387565e+01
## 98  10 - 14                                        Depression -9.937062e+01
## 99  15 - 19                                        Depression -2.347323e+02
## 100 20 - 24                                        Depression -3.276647e+02
## 101 25 - 29                                        Depression -3.226701e+02
## 102 30 - 34                                        Depression -2.865779e+02
## 103 35 - 39                                        Depression -3.110681e+02
## 104 40 - 44                                        Depression -3.073361e+02
## 105 45 - 49                                        Depression -2.766914e+02
## 106 50 - 54                                        Depression -3.090770e+02
## 107 55 - 59                                        Depression -3.166728e+02
## 108 60 - 64                                        Depression -2.997941e+02
## 109 65 - 69                                        Depression -2.791761e+02
## 110 70 - 74                                        Depression -2.551780e+02
## 111 75 - 79                                        Depression -1.425020e+02
## 112 80 - 84                                        Depression -1.024717e+02
## 113     85+                                        Depression -9.415174e+01
## 114   0 - 4                                    CHD2 mortality -8.443381e+00
## 115   5 - 9                                    CHD2 mortality -7.658512e+00
## 116 10 - 14                                    CHD2 mortality -1.182764e+01
## 117 15 - 19                                    CHD2 mortality -2.285772e+01
## 118 20 - 24                                    CHD2 mortality -4.005403e+01
## 119 25 - 29                                    CHD2 mortality -6.910518e+01
## 120 30 - 34                                    CHD2 mortality -1.005878e+02
## 121 35 - 39                                    CHD2 mortality -1.850658e+02
## 122 40 - 44                                    CHD2 mortality -3.134810e+02
## 123 45 - 49                                    CHD2 mortality -4.943644e+02
## 124 50 - 54                                    CHD2 mortality -8.690142e+02
## 125 55 - 59                                    CHD2 mortality -1.388180e+03
## 126 60 - 64                                    CHD2 mortality -2.074382e+03
## 127 65 - 69                                    CHD2 mortality -2.867710e+03
## 128 70 - 74                                    CHD2 mortality -3.883310e+03
## 129 75 - 79                                    CHD2 mortality -3.695491e+03
## 130 80 - 84                                    CHD2 mortality -4.390489e+03
## 131     85+                                    CHD2 mortality -6.563176e+03
## 132 15 - 19                                     Breast cancer -5.169819e-01
## 133 20 - 24                                     Breast cancer -1.780565e+00
## 134 25 - 29                                     Breast cancer -8.225475e+00
## 135 30 - 34                                     Breast cancer -3.226667e+01
## 136 35 - 39                                     Breast cancer -5.859865e+01
## 137 40 - 44                                     Breast cancer -9.632544e+01
## 138 45 - 49                                     Breast cancer -1.567589e+02
## 139 50 - 54                                     Breast cancer -2.325243e+02
## 140 55 - 59                                     Breast cancer -2.985261e+02
## 141 60 - 64                                     Breast cancer -3.366884e+02
## 142 65 - 69                                     Breast cancer -3.668728e+02
## 143 70 - 74                                     Breast cancer -3.736702e+02
## 144 75 - 79                                     Breast cancer -2.741485e+02
## 145 80 - 84                                     Breast cancer -2.116185e+02
## 146     85+                                     Breast cancer -1.944149e+02
oprint(summary(BoDattr,marginals=c("Exposure_agent","Response"),"mean"))
##    Exposure_agent                                          Response        mean
## 1             TEQ                           Cancer morbidity yearly    44.29278
## 2             TEQ Dioxin recommendation tolerable daily intake 2018   308.49165
## 3            PFAS                                 Immunosuppression    14.35816
## 4             DHA                         Loss in child's IQ points  -791.58970
## 5            MeHg                         Loss in child's IQ points  4920.77712
## 6            PFAS                                          PFAS TWI   154.24583
## 7             TEQ                               Sperm concentration  1004.82965
## 8       Vitamin D                          Vitamin D recommendation   154.24583
## 9             TEQ                           Yes or no dental defect   559.07552
## 10           Fish                               All-cause mortality -1966.24544
## 11           Fish                                        Depression  -221.06039
## 12         Omega3                                    CHD2 mortality -1499.17763
## 13         Omega3                                     Breast cancer  -176.19577
oprint(summary(BoDattr,marginals=c("Gender","Response"),"mean"))
##    Gender                                          Response        mean
## 1  Female                           Cancer morbidity yearly    32.70229
## 2    Male                           Cancer morbidity yearly    55.88327
## 3  Female Dioxin recommendation tolerable daily intake 2018   312.33115
## 4    Male Dioxin recommendation tolerable daily intake 2018   304.65215
## 5  Female                                 Immunosuppression    10.71250
## 6    Male                                 Immunosuppression    18.00381
## 7  Female                         Loss in child's IQ points  1604.80113
## 8    Male                         Loss in child's IQ points  2524.38629
## 9  Female                                          PFAS TWI   156.16558
## 10   Male                                          PFAS TWI   152.32608
## 11 Female                               Sperm concentration   800.85516
## 12   Male                               Sperm concentration  1208.80414
## 13 Female                          Vitamin D recommendation   156.16558
## 14   Male                          Vitamin D recommendation   152.32608
## 15 Female                           Yes or no dental defect   445.58649
## 16   Male                           Yes or no dental defect   672.56455
## 17 Female                               All-cause mortality -1253.57588
## 18   Male                               All-cause mortality -2678.91500
## 19 Female                                        Depression  -228.98039
## 20   Male                                        Depression  -213.14039
## 21 Female                                    CHD2 mortality -1242.97394
## 22   Male                                    CHD2 mortality -1755.38132
## 23 Female                                     Breast cancer  -349.43718
## 24   Male                                     Breast cancer    -2.95436
oprint(summary(case_burden,"mean"))
##                                            Response        mean
## 1      Dioxin recommendation tolerable daily intake 0.001004988
## 2 Dioxin recommendation tolerable daily intake 2018 0.001004988
## 3                         Loss in child's IQ points 0.110000000
## 4                                          PFAS TWI 0.001004988
## 5                               Sperm concentration 2.500000000
## 6                          Vitamin D recommendation 0.001004988
## 7                           Yes or no dental defect 0.060000000
oprint(summary(conc,"mean"))
##                Fish  Compound        mean
## 1      Average fish       ALA  0.69000000
## 2             Bream       ALA  0.22000000
## 3           Herring       ALA  1.74000000
## 4              Pike       ALA  0.08000000
## 5     Rainbow trout       ALA  4.81000000
## 6             Roach       ALA  0.10000000
## 7            Salmon       ALA  7.96000000
## 8           Vendace       ALA  1.35000000
## 9         Whitefish       ALA  2.22000000
## 10     Average fish       DHA  2.54000000
## 11            Bream       DHA  2.73000000
## 12          Herring       DHA  5.86000000
## 13             Pike       DHA  0.30000000
## 14    Rainbow trout       DHA  7.57000000
## 15            Roach       DHA  2.87000000
## 16           Salmon       DHA  6.69000000
## 17          Vendace       DHA  3.00000000
## 18        Whitefish       DHA  3.94000000
## 19     Average fish      Fish  1.00000000
## 20            Bream      Fish  1.00000000
## 21          Herring      Fish  1.00000000
## 22             Pike      Fish  1.00000000
## 23    Rainbow trout      Fish  1.00000000
## 24            Roach      Fish  1.00000000
## 25           Salmon      Fish  1.00000000
## 26          Vendace      Fish  1.00000000
## 27        Whitefish      Fish  1.00000000
## 28     Average fish      MeHg  0.11413395
## 29            Bream      MeHg  0.63339772
## 30           Burbot      MeHg  1.02686230
## 31     Chaetiliidae      MeHg  0.01634649
## 32         Flounder      MeHg  0.04582576
## 33 Fourhorn sculpin      MeHg  0.64990137
## 34          Herring      MeHg  0.02680994
## 35            Perch      MeHg  0.14874312
## 36             Pike      MeHg  0.90310953
## 37       Pike-perch      MeHg  0.25432475
## 38    Rainbow trout      MeHg  1.45839899
## 39            Roach      MeHg  0.26739658
## 40           Salmon      MeHg  0.14886597
## 41            Sprat      MeHg  0.03187976
## 42      White bream      MeHg  1.21073890
## 43        Whitefish      MeHg  0.06619502
## 44     Average fish    Omega3  7.00000000
## 45            Bream    Omega3  6.00000000
## 46          Herring    Omega3 24.00000000
## 47             Pike    Omega3  0.50000000
## 48    Rainbow trout    Omega3 18.00000000
## 49            Roach    Omega3  5.00000000
## 50           Salmon    Omega3 23.00000000
## 51          Vendace    Omega3 10.00000000
## 52        Whitefish    Omega3 10.00000000
## 53     Average fish      PFAS 27.67000000
## 54            Bream      PFAS  4.95000000
## 55              Eel      PFAS  7.89500000
## 56          Herring      PFAS  1.65500000
## 57            Perch      PFAS 27.75000000
## 58             Pike      PFAS  3.21000000
## 59       Pike-perch      PFAS  2.59500000
## 60    Rainbow trout      PFAS  7.71000000
## 61            Roach      PFAS  7.51500000
## 62           Salmon      PFAS  3.19500000
## 63          Vendace      PFAS  3.40000000
## 64        Whitefish      PFAS 28.09000000
## 65   Baltic herring       TEQ 90.08722156
## 66            Bream       TEQ  6.20175433
## 67           Burbot       TEQ  0.82549312
## 68              Cod       TEQ  1.67367981
## 69         Flounder       TEQ 15.36558024
## 70            Perch       TEQ  3.56897420
## 71             Pike       TEQ  2.14862962
## 72       Pike-perch       TEQ  2.70814568
## 73    River lamprey       TEQ  7.34301416
## 74            Roach       TEQ  0.72124877
## 75           Salmon       TEQ 20.00778296
## 76        Sea trout       TEQ  9.31778459
## 77            Sprat       TEQ  4.15456559
## 78          Vendace       TEQ  0.99253888
## 79        Whitefish       TEQ  5.74967872
## 80     Average fish Vitamin D  0.10500000
## 81            Bream Vitamin D  0.14000000
## 82          Herring Vitamin D  0.15600000
## 83             Pike Vitamin D  0.02100000
## 84    Rainbow trout Vitamin D  0.05100000
## 85            Roach Vitamin D  0.10000000
## 86           Salmon Vitamin D  0.06700000
## 87          Vendace Vitamin D  0.09400000
## 88        Whitefish Vitamin D  0.14400000
oprint(summary(dose,"mean"))
## [1] "Showing first 1000 rows out of 1188. Set show_all=TRUE to show all rows."
##      Scenario Gender Exposure_agent     Age Exposure Scaling         mean
## 1         BAU Female            ALA   0 - 4   Direct      BW   1.56247954
## 2         BAU   Male            ALA   0 - 4   Direct      BW   2.34371931
## 3         BAU Female            DHA   0 - 4   Direct      BW   2.47528778
## 4         BAU   Male            DHA   0 - 4   Direct      BW   3.67721738
## 5         BAU Female            EPA   0 - 4   Direct      BW   0.42857143
## 6         BAU   Male            EPA   0 - 4   Direct      BW   0.60714286
## 7         BAU Female           Fish   0 - 4   Direct      BW   0.44440477
## 8         BAU   Male           Fish   0 - 4   Direct      BW   0.66660715
## 9         BAU Female           MeHg   0 - 4   Direct      BW   0.14204142
## 10        BAU   Male           MeHg   0 - 4   Direct      BW   0.21306213
## 11        BAU Female         Omega3   0 - 4   Direct      BW   6.98981525
## 12        BAU   Male         Omega3   0 - 4   Direct      BW  10.41329431
## 13        BAU Female           PFAS   0 - 4   Direct      BW   7.48689389
## 14        BAU   Male           PFAS   0 - 4   Direct      BW  11.23034083
## 15        BAU Female            TEQ   0 - 4   Direct      BW   2.69609423
## 16        BAU   Male            TEQ   0 - 4   Direct      BW   4.04414134
## 17        BAU Female      Vitamin D   0 - 4   Direct      BW   0.07936843
## 18        BAU   Male      Vitamin D   0 - 4   Direct      BW   0.12226693
## 19        BAU Female            ALA   5 - 9   Direct      BW   1.56247954
## 20        BAU   Male            ALA   5 - 9   Direct      BW   2.34371931
## 21        BAU Female            DHA   5 - 9   Direct      BW   2.47528778
## 22        BAU   Male            DHA   5 - 9   Direct      BW   3.67721738
## 23        BAU Female            EPA   5 - 9   Direct      BW   0.42857143
## 24        BAU   Male            EPA   5 - 9   Direct      BW   0.60714286
## 25        BAU Female           Fish   5 - 9   Direct      BW   0.44440477
## 26        BAU   Male           Fish   5 - 9   Direct      BW   0.66660715
## 27        BAU Female           MeHg   5 - 9   Direct      BW   0.14204142
## 28        BAU   Male           MeHg   5 - 9   Direct      BW   0.21306213
## 29        BAU Female         Omega3   5 - 9   Direct      BW   6.98981525
## 30        BAU   Male         Omega3   5 - 9   Direct      BW  10.41329431
## 31        BAU Female           PFAS   5 - 9   Direct      BW   7.48689389
## 32        BAU   Male           PFAS   5 - 9   Direct      BW  11.23034083
## 33        BAU Female            TEQ   5 - 9   Direct      BW   2.69609423
## 34        BAU   Male            TEQ   5 - 9   Direct      BW   4.04414134
## 35        BAU Female      Vitamin D   5 - 9   Direct      BW   0.07936843
## 36        BAU   Male      Vitamin D   5 - 9   Direct      BW   0.12226693
## 37        BAU Female            ALA 10 - 14   Direct      BW   1.56247954
## 38        BAU   Male            ALA 10 - 14   Direct      BW   2.34371931
## 39        BAU Female            DHA 10 - 14   Direct      BW   2.47528778
## 40        BAU   Male            DHA 10 - 14   Direct      BW   3.67721738
## 41        BAU Female            EPA 10 - 14   Direct      BW   0.42857143
## 42        BAU   Male            EPA 10 - 14   Direct      BW   0.60714286
## 43        BAU Female           Fish 10 - 14   Direct      BW   0.44440477
## 44        BAU   Male           Fish 10 - 14   Direct      BW   0.66660715
## 45        BAU Female           MeHg 10 - 14   Direct      BW   0.14204142
## 46        BAU   Male           MeHg 10 - 14   Direct      BW   0.21306213
## 47        BAU Female         Omega3 10 - 14   Direct      BW   6.98981525
## 48        BAU   Male         Omega3 10 - 14   Direct      BW  10.41329431
## 49        BAU Female           PFAS 10 - 14   Direct      BW   7.48689389
## 50        BAU   Male           PFAS 10 - 14   Direct      BW  11.23034083
## 51        BAU Female            TEQ 10 - 14   Direct      BW   2.69609423
## 52        BAU   Male            TEQ 10 - 14   Direct      BW   4.04414134
## 53        BAU Female      Vitamin D 10 - 14   Direct      BW   0.07936843
## 54        BAU   Male      Vitamin D 10 - 14   Direct      BW   0.12226693
## 55        BAU Female            ALA 15 - 19   Direct      BW   1.56247954
## 56        BAU   Male            ALA 15 - 19   Direct      BW   2.34371931
## 57        BAU Female            DHA 15 - 19   Direct      BW   2.47528778
## 58        BAU   Male            DHA 15 - 19   Direct      BW   3.67721738
## 59        BAU Female            EPA 15 - 19   Direct      BW   0.42857143
## 60        BAU   Male            EPA 15 - 19   Direct      BW   0.60714286
## 61        BAU Female           Fish 15 - 19   Direct      BW   0.44440477
## 62        BAU   Male           Fish 15 - 19   Direct      BW   0.66660715
## 63        BAU Female           MeHg 15 - 19   Direct      BW   0.14204142
## 64        BAU   Male           MeHg 15 - 19   Direct      BW   0.21306213
## 65        BAU Female         Omega3 15 - 19   Direct      BW   6.98981525
## 66        BAU   Male         Omega3 15 - 19   Direct      BW  10.41329431
## 67        BAU Female           PFAS 15 - 19   Direct      BW   7.48689389
## 68        BAU   Male           PFAS 15 - 19   Direct      BW  11.23034083
## 69        BAU Female            TEQ 15 - 19   Direct      BW   2.69609423
## 70        BAU   Male            TEQ 15 - 19   Direct      BW   4.04414134
## 71        BAU Female      Vitamin D 15 - 19   Direct      BW   0.07936843
## 72        BAU   Male      Vitamin D 15 - 19   Direct      BW   0.12226693
## 73        BAU Female            ALA 20 - 24   Direct      BW   1.56247954
## 74        BAU   Male            ALA 20 - 24   Direct      BW   2.34371931
## 75        BAU Female            DHA 20 - 24   Direct      BW   2.47528778
## 76        BAU   Male            DHA 20 - 24   Direct      BW   3.67721738
## 77        BAU Female            EPA 20 - 24   Direct      BW   0.42857143
## 78        BAU   Male            EPA 20 - 24   Direct      BW   0.60714286
## 79        BAU Female           Fish 20 - 24   Direct      BW   0.44440477
## 80        BAU   Male           Fish 20 - 24   Direct      BW   0.66660715
## 81        BAU Female           MeHg 20 - 24   Direct      BW   0.14204142
## 82        BAU   Male           MeHg 20 - 24   Direct      BW   0.21306213
## 83        BAU Female         Omega3 20 - 24   Direct      BW   6.98981525
## 84        BAU   Male         Omega3 20 - 24   Direct      BW  10.41329431
## 85        BAU Female           PFAS 20 - 24   Direct      BW   7.48689389
## 86        BAU   Male           PFAS 20 - 24   Direct      BW  11.23034083
## 87        BAU Female            TEQ 20 - 24   Direct      BW   2.69609423
## 88        BAU   Male            TEQ 20 - 24   Direct      BW   4.04414134
## 89        BAU Female      Vitamin D 20 - 24   Direct      BW   0.07936843
## 90        BAU   Male      Vitamin D 20 - 24   Direct      BW   0.12226693
## 91        BAU Female            ALA 25 - 29   Direct      BW   1.56247954
## 92        BAU   Male            ALA 25 - 29   Direct      BW   2.34371931
## 93        BAU Female            DHA 25 - 29   Direct      BW   2.47528778
## 94        BAU   Male            DHA 25 - 29   Direct      BW   3.67721738
## 95        BAU Female            EPA 25 - 29   Direct      BW   0.42857143
## 96        BAU   Male            EPA 25 - 29   Direct      BW   0.60714286
## 97        BAU Female           Fish 25 - 29   Direct      BW   0.44440477
## 98        BAU   Male           Fish 25 - 29   Direct      BW   0.66660715
## 99        BAU Female           MeHg 25 - 29   Direct      BW   0.14204142
## 100       BAU   Male           MeHg 25 - 29   Direct      BW   0.21306213
## 101       BAU Female         Omega3 25 - 29   Direct      BW   6.98981525
## 102       BAU   Male         Omega3 25 - 29   Direct      BW  10.41329431
## 103       BAU Female           PFAS 25 - 29   Direct      BW   7.48689389
## 104       BAU   Male           PFAS 25 - 29   Direct      BW  11.23034083
## 105       BAU Female            TEQ 25 - 29   Direct      BW   2.69609423
## 106       BAU   Male            TEQ 25 - 29   Direct      BW   4.04414134
## 107       BAU Female      Vitamin D 25 - 29   Direct      BW   0.07936843
## 108       BAU   Male      Vitamin D 25 - 29   Direct      BW   0.12226693
## 109       BAU Female            ALA 30 - 34   Direct      BW   1.56247954
## 110       BAU   Male            ALA 30 - 34   Direct      BW   2.34371931
## 111       BAU Female            DHA 30 - 34   Direct      BW   2.47528778
## 112       BAU   Male            DHA 30 - 34   Direct      BW   3.67721738
## 113       BAU Female            EPA 30 - 34   Direct      BW   0.42857143
## 114       BAU   Male            EPA 30 - 34   Direct      BW   0.60714286
## 115       BAU Female           Fish 30 - 34   Direct      BW   0.44440477
## 116       BAU   Male           Fish 30 - 34   Direct      BW   0.66660715
## 117       BAU Female           MeHg 30 - 34   Direct      BW   0.14204142
## 118       BAU   Male           MeHg 30 - 34   Direct      BW   0.21306213
## 119       BAU Female         Omega3 30 - 34   Direct      BW   6.98981525
## 120       BAU   Male         Omega3 30 - 34   Direct      BW  10.41329431
## 121       BAU Female           PFAS 30 - 34   Direct      BW   7.48689389
## 122       BAU   Male           PFAS 30 - 34   Direct      BW  11.23034083
## 123       BAU Female            TEQ 30 - 34   Direct      BW   2.69609423
## 124       BAU   Male            TEQ 30 - 34   Direct      BW   4.04414134
## 125       BAU Female      Vitamin D 30 - 34   Direct      BW   0.07936843
## 126       BAU   Male      Vitamin D 30 - 34   Direct      BW   0.12226693
## 127       BAU Female            ALA 35 - 39   Direct      BW   1.56247954
## 128       BAU   Male            ALA 35 - 39   Direct      BW   2.34371931
## 129       BAU Female            DHA 35 - 39   Direct      BW   2.47528778
## 130       BAU   Male            DHA 35 - 39   Direct      BW   3.67721738
## 131       BAU Female            EPA 35 - 39   Direct      BW   0.42857143
## 132       BAU   Male            EPA 35 - 39   Direct      BW   0.60714286
## 133       BAU Female           Fish 35 - 39   Direct      BW   0.44440477
## 134       BAU   Male           Fish 35 - 39   Direct      BW   0.66660715
## 135       BAU Female           MeHg 35 - 39   Direct      BW   0.14204142
## 136       BAU   Male           MeHg 35 - 39   Direct      BW   0.21306213
## 137       BAU Female         Omega3 35 - 39   Direct      BW   6.98981525
## 138       BAU   Male         Omega3 35 - 39   Direct      BW  10.41329431
## 139       BAU Female           PFAS 35 - 39   Direct      BW   7.48689389
## 140       BAU   Male           PFAS 35 - 39   Direct      BW  11.23034083
## 141       BAU Female            TEQ 35 - 39   Direct      BW   2.69609423
## 142       BAU   Male            TEQ 35 - 39   Direct      BW   4.04414134
## 143       BAU Female      Vitamin D 35 - 39   Direct      BW   0.07936843
## 144       BAU   Male      Vitamin D 35 - 39   Direct      BW   0.12226693
## 145       BAU Female            ALA 40 - 44   Direct      BW   1.56247954
## 146       BAU   Male            ALA 40 - 44   Direct      BW   2.34371931
## 147       BAU Female            DHA 40 - 44   Direct      BW   2.47528778
## 148       BAU   Male            DHA 40 - 44   Direct      BW   3.67721738
## 149       BAU Female            EPA 40 - 44   Direct      BW   0.42857143
## 150       BAU   Male            EPA 40 - 44   Direct      BW   0.60714286
## 151       BAU Female           Fish 40 - 44   Direct      BW   0.44440477
## 152       BAU   Male           Fish 40 - 44   Direct      BW   0.66660715
## 153       BAU Female           MeHg 40 - 44   Direct      BW   0.14204142
## 154       BAU   Male           MeHg 40 - 44   Direct      BW   0.21306213
## 155       BAU Female         Omega3 40 - 44   Direct      BW   6.98981525
## 156       BAU   Male         Omega3 40 - 44   Direct      BW  10.41329431
## 157       BAU Female           PFAS 40 - 44   Direct      BW   7.48689389
## 158       BAU   Male           PFAS 40 - 44   Direct      BW  11.23034083
## 159       BAU Female            TEQ 40 - 44   Direct      BW   2.69609423
## 160       BAU   Male            TEQ 40 - 44   Direct      BW   4.04414134
## 161       BAU Female      Vitamin D 40 - 44   Direct      BW   0.07936843
## 162       BAU   Male      Vitamin D 40 - 44   Direct      BW   0.12226693
## 163       BAU Female            ALA 45 - 49   Direct      BW   1.56247954
## 164       BAU   Male            ALA 45 - 49   Direct      BW   2.34371931
## 165       BAU Female            DHA 45 - 49   Direct      BW   2.47528778
## 166       BAU   Male            DHA 45 - 49   Direct      BW   3.67721738
## 167       BAU Female            EPA 45 - 49   Direct      BW   0.42857143
## 168       BAU   Male            EPA 45 - 49   Direct      BW   0.60714286
## 169       BAU Female           Fish 45 - 49   Direct      BW   0.44440477
## 170       BAU   Male           Fish 45 - 49   Direct      BW   0.66660715
## 171       BAU Female           MeHg 45 - 49   Direct      BW   0.14204142
## 172       BAU   Male           MeHg 45 - 49   Direct      BW   0.21306213
## 173       BAU Female         Omega3 45 - 49   Direct      BW   6.98981525
## 174       BAU   Male         Omega3 45 - 49   Direct      BW  10.41329431
## 175       BAU Female           PFAS 45 - 49   Direct      BW   7.48689389
## 176       BAU   Male           PFAS 45 - 49   Direct      BW  11.23034083
## 177       BAU Female            TEQ 45 - 49   Direct      BW   2.69609423
## 178       BAU   Male            TEQ 45 - 49   Direct      BW   4.04414134
## 179       BAU Female      Vitamin D 45 - 49   Direct      BW   0.07936843
## 180       BAU   Male      Vitamin D 45 - 49   Direct      BW   0.12226693
## 181       BAU Female            ALA 50 - 54   Direct      BW   1.56247954
## 182       BAU   Male            ALA 50 - 54   Direct      BW   2.34371931
## 183       BAU Female            DHA 50 - 54   Direct      BW   2.47528778
## 184       BAU   Male            DHA 50 - 54   Direct      BW   3.67721738
## 185       BAU Female            EPA 50 - 54   Direct      BW   0.42857143
## 186       BAU   Male            EPA 50 - 54   Direct      BW   0.60714286
## 187       BAU Female           Fish 50 - 54   Direct      BW   0.44440477
## 188       BAU   Male           Fish 50 - 54   Direct      BW   0.66660715
## 189       BAU Female           MeHg 50 - 54   Direct      BW   0.14204142
## 190       BAU   Male           MeHg 50 - 54   Direct      BW   0.21306213
## 191       BAU Female         Omega3 50 - 54   Direct      BW   6.98981525
## 192       BAU   Male         Omega3 50 - 54   Direct      BW  10.41329431
## 193       BAU Female           PFAS 50 - 54   Direct      BW   7.48689389
## 194       BAU   Male           PFAS 50 - 54   Direct      BW  11.23034083
## 195       BAU Female            TEQ 50 - 54   Direct      BW   2.69609423
## 196       BAU   Male            TEQ 50 - 54   Direct      BW   4.04414134
## 197       BAU Female      Vitamin D 50 - 54   Direct      BW   0.07936843
## 198       BAU   Male      Vitamin D 50 - 54   Direct      BW   0.12226693
## 199       BAU Female            ALA 55 - 59   Direct      BW   1.56247954
## 200       BAU   Male            ALA 55 - 59   Direct      BW   2.34371931
## 201       BAU Female            DHA 55 - 59   Direct      BW   2.47528778
## 202       BAU   Male            DHA 55 - 59   Direct      BW   3.67721738
## 203       BAU Female            EPA 55 - 59   Direct      BW   0.42857143
## 204       BAU   Male            EPA 55 - 59   Direct      BW   0.60714286
## 205       BAU Female           Fish 55 - 59   Direct      BW   0.44440477
## 206       BAU   Male           Fish 55 - 59   Direct      BW   0.66660715
## 207       BAU Female           MeHg 55 - 59   Direct      BW   0.14204142
## 208       BAU   Male           MeHg 55 - 59   Direct      BW   0.21306213
## 209       BAU Female         Omega3 55 - 59   Direct      BW   6.98981525
## 210       BAU   Male         Omega3 55 - 59   Direct      BW  10.41329431
## 211       BAU Female           PFAS 55 - 59   Direct      BW   7.48689389
## 212       BAU   Male           PFAS 55 - 59   Direct      BW  11.23034083
## 213       BAU Female            TEQ 55 - 59   Direct      BW   2.69609423
## 214       BAU   Male            TEQ 55 - 59   Direct      BW   4.04414134
## 215       BAU Female      Vitamin D 55 - 59   Direct      BW   0.07936843
## 216       BAU   Male      Vitamin D 55 - 59   Direct      BW   0.12226693
## 217       BAU Female            ALA 60 - 64   Direct      BW   1.56247954
## 218       BAU   Male            ALA 60 - 64   Direct      BW   2.34371931
## 219       BAU Female            DHA 60 - 64   Direct      BW   2.47528778
## 220       BAU   Male            DHA 60 - 64   Direct      BW   3.67721738
## 221       BAU Female            EPA 60 - 64   Direct      BW   0.42857143
## 222       BAU   Male            EPA 60 - 64   Direct      BW   0.60714286
## 223       BAU Female           Fish 60 - 64   Direct      BW   0.44440477
## 224       BAU   Male           Fish 60 - 64   Direct      BW   0.66660715
## 225       BAU Female           MeHg 60 - 64   Direct      BW   0.14204142
## 226       BAU   Male           MeHg 60 - 64   Direct      BW   0.21306213
## 227       BAU Female         Omega3 60 - 64   Direct      BW   6.98981525
## 228       BAU   Male         Omega3 60 - 64   Direct      BW  10.41329431
## 229       BAU Female           PFAS 60 - 64   Direct      BW   7.48689389
## 230       BAU   Male           PFAS 60 - 64   Direct      BW  11.23034083
## 231       BAU Female            TEQ 60 - 64   Direct      BW   2.69609423
## 232       BAU   Male            TEQ 60 - 64   Direct      BW   4.04414134
## 233       BAU Female      Vitamin D 60 - 64   Direct      BW   0.07936843
## 234       BAU   Male      Vitamin D 60 - 64   Direct      BW   0.12226693
## 235       BAU Female            ALA 65 - 69   Direct      BW   1.56247954
## 236       BAU   Male            ALA 65 - 69   Direct      BW   2.34371931
## 237       BAU Female            DHA 65 - 69   Direct      BW   2.47528778
## 238       BAU   Male            DHA 65 - 69   Direct      BW   3.67721738
## 239       BAU Female            EPA 65 - 69   Direct      BW   0.42857143
## 240       BAU   Male            EPA 65 - 69   Direct      BW   0.60714286
## 241       BAU Female           Fish 65 - 69   Direct      BW   0.44440477
## 242       BAU   Male           Fish 65 - 69   Direct      BW   0.66660715
## 243       BAU Female           MeHg 65 - 69   Direct      BW   0.14204142
## 244       BAU   Male           MeHg 65 - 69   Direct      BW   0.21306213
## 245       BAU Female         Omega3 65 - 69   Direct      BW   6.98981525
## 246       BAU   Male         Omega3 65 - 69   Direct      BW  10.41329431
## 247       BAU Female           PFAS 65 - 69   Direct      BW   7.48689389
## 248       BAU   Male           PFAS 65 - 69   Direct      BW  11.23034083
## 249       BAU Female            TEQ 65 - 69   Direct      BW   2.69609423
## 250       BAU   Male            TEQ 65 - 69   Direct      BW   4.04414134
## 251       BAU Female      Vitamin D 65 - 69   Direct      BW   0.07936843
## 252       BAU   Male      Vitamin D 65 - 69   Direct      BW   0.12226693
## 253       BAU Female            ALA 70 - 74   Direct      BW   1.56247954
## 254       BAU   Male            ALA 70 - 74   Direct      BW   2.34371931
## 255       BAU Female            DHA 70 - 74   Direct      BW   2.47528778
## 256       BAU   Male            DHA 70 - 74   Direct      BW   3.67721738
## 257       BAU Female            EPA 70 - 74   Direct      BW   0.42857143
## 258       BAU   Male            EPA 70 - 74   Direct      BW   0.60714286
## 259       BAU Female           Fish 70 - 74   Direct      BW   0.44440477
## 260       BAU   Male           Fish 70 - 74   Direct      BW   0.66660715
## 261       BAU Female           MeHg 70 - 74   Direct      BW   0.14204142
## 262       BAU   Male           MeHg 70 - 74   Direct      BW   0.21306213
## 263       BAU Female         Omega3 70 - 74   Direct      BW   6.98981525
## 264       BAU   Male         Omega3 70 - 74   Direct      BW  10.41329431
## 265       BAU Female           PFAS 70 - 74   Direct      BW   7.48689389
## 266       BAU   Male           PFAS 70 - 74   Direct      BW  11.23034083
## 267       BAU Female            TEQ 70 - 74   Direct      BW   2.69609423
## 268       BAU   Male            TEQ 70 - 74   Direct      BW   4.04414134
## 269       BAU Female      Vitamin D 70 - 74   Direct      BW   0.07936843
## 270       BAU   Male      Vitamin D 70 - 74   Direct      BW   0.12226693
## 271       BAU Female            ALA 75 - 79   Direct      BW   1.56247954
## 272       BAU   Male            ALA 75 - 79   Direct      BW   2.34371931
## 273       BAU Female            DHA 75 - 79   Direct      BW   2.47528778
## 274       BAU   Male            DHA 75 - 79   Direct      BW   3.67721738
## 275       BAU Female            EPA 75 - 79   Direct      BW   0.42857143
## 276       BAU   Male            EPA 75 - 79   Direct      BW   0.60714286
## 277       BAU Female           Fish 75 - 79   Direct      BW   0.44440477
## 278       BAU   Male           Fish 75 - 79   Direct      BW   0.66660715
## 279       BAU Female           MeHg 75 - 79   Direct      BW   0.14204142
## 280       BAU   Male           MeHg 75 - 79   Direct      BW   0.21306213
## 281       BAU Female         Omega3 75 - 79   Direct      BW   6.98981525
## 282       BAU   Male         Omega3 75 - 79   Direct      BW  10.41329431
## 283       BAU Female           PFAS 75 - 79   Direct      BW   7.48689389
## 284       BAU   Male           PFAS 75 - 79   Direct      BW  11.23034083
## 285       BAU Female            TEQ 75 - 79   Direct      BW   2.69609423
## 286       BAU   Male            TEQ 75 - 79   Direct      BW   4.04414134
## 287       BAU Female      Vitamin D 75 - 79   Direct      BW   0.07936843
## 288       BAU   Male      Vitamin D 75 - 79   Direct      BW   0.12226693
## 289       BAU Female            ALA 80 - 84   Direct      BW   1.56247954
## 290       BAU   Male            ALA 80 - 84   Direct      BW   2.34371931
## 291       BAU Female            DHA 80 - 84   Direct      BW   2.47528778
## 292       BAU   Male            DHA 80 - 84   Direct      BW   3.67721738
## 293       BAU Female            EPA 80 - 84   Direct      BW   0.42857143
## 294       BAU   Male            EPA 80 - 84   Direct      BW   0.60714286
## 295       BAU Female           Fish 80 - 84   Direct      BW   0.44440477
## 296       BAU   Male           Fish 80 - 84   Direct      BW   0.66660715
## 297       BAU Female           MeHg 80 - 84   Direct      BW   0.14204142
## 298       BAU   Male           MeHg 80 - 84   Direct      BW   0.21306213
## 299       BAU Female         Omega3 80 - 84   Direct      BW   6.98981525
## 300       BAU   Male         Omega3 80 - 84   Direct      BW  10.41329431
## 301       BAU Female           PFAS 80 - 84   Direct      BW   7.48689389
## 302       BAU   Male           PFAS 80 - 84   Direct      BW  11.23034083
## 303       BAU Female            TEQ 80 - 84   Direct      BW   2.69609423
## 304       BAU   Male            TEQ 80 - 84   Direct      BW   4.04414134
## 305       BAU Female      Vitamin D 80 - 84   Direct      BW   0.07936843
## 306       BAU   Male      Vitamin D 80 - 84   Direct      BW   0.12226693
## 307       BAU Female            ALA     85+   Direct      BW   1.56247954
## 308       BAU   Male            ALA     85+   Direct      BW   2.34371931
## 309       BAU Female            DHA     85+   Direct      BW   2.47528778
## 310       BAU   Male            DHA     85+   Direct      BW   3.67721738
## 311       BAU Female            EPA     85+   Direct      BW   0.42857143
## 312       BAU   Male            EPA     85+   Direct      BW   0.60714286
## 313       BAU Female           Fish     85+   Direct      BW   0.44440477
## 314       BAU   Male           Fish     85+   Direct      BW   0.66660715
## 315       BAU Female           MeHg     85+   Direct      BW   0.14204142
## 316       BAU   Male           MeHg     85+   Direct      BW   0.21306213
## 317       BAU Female         Omega3     85+   Direct      BW   6.98981525
## 318       BAU   Male         Omega3     85+   Direct      BW  10.41329431
## 319       BAU Female           PFAS     85+   Direct      BW   7.48689389
## 320       BAU   Male           PFAS     85+   Direct      BW  11.23034083
## 321       BAU Female            TEQ     85+   Direct      BW   2.69609423
## 322       BAU   Male            TEQ     85+   Direct      BW   4.04414134
## 323       BAU Female      Vitamin D     85+   Direct      BW   0.07936843
## 324       BAU   Male      Vitamin D     85+   Direct      BW   0.12226693
## 325       BAU Female           PFAS   0 - 4 To child      BW   0.42107143
## 326       BAU   Male           PFAS   0 - 4 To child      BW   0.42107143
## 327       BAU Female            TEQ   0 - 4 To child      BW   0.35380662
## 328       BAU   Male            TEQ   0 - 4 To child      BW   0.35380662
## 329       BAU Female           PFAS   5 - 9 To child      BW   0.42107143
## 330       BAU   Male           PFAS   5 - 9 To child      BW   0.42107143
## 331       BAU Female            TEQ   5 - 9 To child      BW   0.35380662
## 332       BAU   Male            TEQ   5 - 9 To child      BW   0.35380662
## 333       BAU Female           PFAS 10 - 14 To child      BW   0.42107143
## 334       BAU   Male           PFAS 10 - 14 To child      BW   0.42107143
## 335       BAU Female            TEQ 10 - 14 To child      BW   0.35380662
## 336       BAU   Male            TEQ 10 - 14 To child      BW   0.35380662
## 337       BAU Female           PFAS 15 - 19 To child      BW   0.42107143
## 338       BAU   Male           PFAS 15 - 19 To child      BW   0.42107143
## 339       BAU Female            TEQ 15 - 19 To child      BW   0.35380662
## 340       BAU   Male            TEQ 15 - 19 To child      BW   0.35380662
## 341       BAU Female           PFAS 20 - 24 To child      BW   0.42107143
## 342       BAU   Male           PFAS 20 - 24 To child      BW   0.42107143
## 343       BAU Female            TEQ 20 - 24 To child      BW   0.35380662
## 344       BAU   Male            TEQ 20 - 24 To child      BW   0.35380662
## 345       BAU Female           PFAS 25 - 29 To child      BW   0.42107143
## 346       BAU   Male           PFAS 25 - 29 To child      BW   0.42107143
## 347       BAU Female            TEQ 25 - 29 To child      BW   0.35380662
## 348       BAU   Male            TEQ 25 - 29 To child      BW   0.35380662
## 349       BAU Female           PFAS 30 - 34 To child      BW   0.42107143
## 350       BAU   Male           PFAS 30 - 34 To child      BW   0.42107143
## 351       BAU Female            TEQ 30 - 34 To child      BW   0.35380662
## 352       BAU   Male            TEQ 30 - 34 To child      BW   0.35380662
## 353       BAU Female           PFAS 35 - 39 To child      BW   0.42107143
## 354       BAU   Male           PFAS 35 - 39 To child      BW   0.42107143
## 355       BAU Female            TEQ 35 - 39 To child      BW   0.35380662
## 356       BAU   Male            TEQ 35 - 39 To child      BW   0.35380662
## 357       BAU Female           PFAS 40 - 44 To child      BW   0.42107143
## 358       BAU   Male           PFAS 40 - 44 To child      BW   0.42107143
## 359       BAU Female            TEQ 40 - 44 To child      BW   0.35380662
## 360       BAU   Male            TEQ 40 - 44 To child      BW   0.35380662
## 361       BAU Female           PFAS 45 - 49 To child      BW   0.42107143
## 362       BAU   Male           PFAS 45 - 49 To child      BW   0.42107143
## 363       BAU Female            TEQ 45 - 49 To child      BW   0.35380662
## 364       BAU   Male            TEQ 45 - 49 To child      BW   0.35380662
## 365       BAU Female           PFAS 50 - 54 To child      BW   0.42107143
## 366       BAU   Male           PFAS 50 - 54 To child      BW   0.42107143
## 367       BAU Female            TEQ 50 - 54 To child      BW   0.35380662
## 368       BAU   Male            TEQ 50 - 54 To child      BW   0.35380662
## 369       BAU Female           PFAS 55 - 59 To child      BW   0.42107143
## 370       BAU   Male           PFAS 55 - 59 To child      BW   0.42107143
## 371       BAU Female            TEQ 55 - 59 To child      BW   0.35380662
## 372       BAU   Male            TEQ 55 - 59 To child      BW   0.35380662
## 373       BAU Female           PFAS 60 - 64 To child      BW   0.42107143
## 374       BAU   Male           PFAS 60 - 64 To child      BW   0.42107143
## 375       BAU Female            TEQ 60 - 64 To child      BW   0.35380662
## 376       BAU   Male            TEQ 60 - 64 To child      BW   0.35380662
## 377       BAU Female           PFAS 65 - 69 To child      BW   0.42107143
## 378       BAU   Male           PFAS 65 - 69 To child      BW   0.42107143
## 379       BAU Female            TEQ 65 - 69 To child      BW   0.35380662
## 380       BAU   Male            TEQ 65 - 69 To child      BW   0.35380662
## 381       BAU Female           PFAS 70 - 74 To child      BW   0.42107143
## 382       BAU   Male           PFAS 70 - 74 To child      BW   0.42107143
## 383       BAU Female            TEQ 70 - 74 To child      BW   0.35380662
## 384       BAU   Male            TEQ 70 - 74 To child      BW   0.35380662
## 385       BAU Female           PFAS 75 - 79 To child      BW   0.42107143
## 386       BAU   Male           PFAS 75 - 79 To child      BW   0.42107143
## 387       BAU Female            TEQ 75 - 79 To child      BW   0.35380662
## 388       BAU   Male            TEQ 75 - 79 To child      BW   0.35380662
## 389       BAU Female           PFAS 80 - 84 To child      BW   0.42107143
## 390       BAU   Male           PFAS 80 - 84 To child      BW   0.42107143
## 391       BAU Female            TEQ 80 - 84 To child      BW   0.35380662
## 392       BAU   Male            TEQ 80 - 84 To child      BW   0.35380662
## 393       BAU Female           PFAS     85+ To child      BW   0.42107143
## 394       BAU   Male           PFAS     85+ To child      BW   0.42107143
## 395       BAU Female            TEQ     85+ To child      BW   0.35380662
## 396       BAU   Male            TEQ     85+ To child      BW   0.35380662
## 397       BAU Female            ALA   0 - 4   Direct   Log10   2.03891238
## 398       BAU   Male            ALA   0 - 4   Direct   Log10   2.21500364
## 399       BAU Female            DHA   0 - 4   Direct   Log10   2.23872374
## 400       BAU   Male            DHA   0 - 4   Direct   Log10   2.41061734
## 401       BAU Female            EPA   0 - 4   Direct   Log10   1.47712125
## 402       BAU   Male            EPA   0 - 4   Direct   Log10   1.62838893
## 403       BAU Female           Fish   0 - 4   Direct   Log10   1.49287675
## 404       BAU   Male           Fish   0 - 4   Direct   Log10   1.66896801
## 405       BAU Female           MeHg   0 - 4   Direct   Log10   0.99751305
## 406       BAU   Male           MeHg   0 - 4   Direct   Log10   1.17360431
## 407       BAU Female         Omega3   0 - 4   Direct   Log10   2.68956374
## 408       BAU   Male         Omega3   0 - 4   Direct   Log10   2.86268618
## 409       BAU Female           PFAS   0 - 4   Direct   Log10   2.71939972
## 410       BAU   Male           PFAS   0 - 4   Direct   Log10   2.89549098
## 411       BAU Female            TEQ   0 - 4   Direct   Log10   2.27583311
## 412       BAU   Male            TEQ   0 - 4   Direct   Log10   2.45192437
## 413       BAU Female      Vitamin D   0 - 4   Direct   Log10   0.74474583
## 414       BAU   Male      Vitamin D   0 - 4   Direct   Log10   0.93240705
## 415       BAU Female            ALA   5 - 9   Direct   Log10   2.03891238
## 416       BAU   Male            ALA   5 - 9   Direct   Log10   2.21500364
## 417       BAU Female            DHA   5 - 9   Direct   Log10   2.23872374
## 418       BAU   Male            DHA   5 - 9   Direct   Log10   2.41061734
## 419       BAU Female            EPA   5 - 9   Direct   Log10   1.47712125
## 420       BAU   Male            EPA   5 - 9   Direct   Log10   1.62838893
## 421       BAU Female           Fish   5 - 9   Direct   Log10   1.49287675
## 422       BAU   Male           Fish   5 - 9   Direct   Log10   1.66896801
## 423       BAU Female           MeHg   5 - 9   Direct   Log10   0.99751305
## 424       BAU   Male           MeHg   5 - 9   Direct   Log10   1.17360431
## 425       BAU Female         Omega3   5 - 9   Direct   Log10   2.68956374
## 426       BAU   Male         Omega3   5 - 9   Direct   Log10   2.86268618
## 427       BAU Female           PFAS   5 - 9   Direct   Log10   2.71939972
## 428       BAU   Male           PFAS   5 - 9   Direct   Log10   2.89549098
## 429       BAU Female            TEQ   5 - 9   Direct   Log10   2.27583311
## 430       BAU   Male            TEQ   5 - 9   Direct   Log10   2.45192437
## 431       BAU Female      Vitamin D   5 - 9   Direct   Log10   0.74474583
## 432       BAU   Male      Vitamin D   5 - 9   Direct   Log10   0.93240705
## 433       BAU Female            ALA 10 - 14   Direct   Log10   2.03891238
## 434       BAU   Male            ALA 10 - 14   Direct   Log10   2.21500364
## 435       BAU Female            DHA 10 - 14   Direct   Log10   2.23872374
## 436       BAU   Male            DHA 10 - 14   Direct   Log10   2.41061734
## 437       BAU Female            EPA 10 - 14   Direct   Log10   1.47712125
## 438       BAU   Male            EPA 10 - 14   Direct   Log10   1.62838893
## 439       BAU Female           Fish 10 - 14   Direct   Log10   1.49287675
## 440       BAU   Male           Fish 10 - 14   Direct   Log10   1.66896801
## 441       BAU Female           MeHg 10 - 14   Direct   Log10   0.99751305
## 442       BAU   Male           MeHg 10 - 14   Direct   Log10   1.17360431
## 443       BAU Female         Omega3 10 - 14   Direct   Log10   2.68956374
## 444       BAU   Male         Omega3 10 - 14   Direct   Log10   2.86268618
## 445       BAU Female           PFAS 10 - 14   Direct   Log10   2.71939972
## 446       BAU   Male           PFAS 10 - 14   Direct   Log10   2.89549098
## 447       BAU Female            TEQ 10 - 14   Direct   Log10   2.27583311
## 448       BAU   Male            TEQ 10 - 14   Direct   Log10   2.45192437
## 449       BAU Female      Vitamin D 10 - 14   Direct   Log10   0.74474583
## 450       BAU   Male      Vitamin D 10 - 14   Direct   Log10   0.93240705
## 451       BAU Female            ALA 15 - 19   Direct   Log10   2.03891238
## 452       BAU   Male            ALA 15 - 19   Direct   Log10   2.21500364
## 453       BAU Female            DHA 15 - 19   Direct   Log10   2.23872374
## 454       BAU   Male            DHA 15 - 19   Direct   Log10   2.41061734
## 455       BAU Female            EPA 15 - 19   Direct   Log10   1.47712125
## 456       BAU   Male            EPA 15 - 19   Direct   Log10   1.62838893
## 457       BAU Female           Fish 15 - 19   Direct   Log10   1.49287675
## 458       BAU   Male           Fish 15 - 19   Direct   Log10   1.66896801
## 459       BAU Female           MeHg 15 - 19   Direct   Log10   0.99751305
## 460       BAU   Male           MeHg 15 - 19   Direct   Log10   1.17360431
## 461       BAU Female         Omega3 15 - 19   Direct   Log10   2.68956374
## 462       BAU   Male         Omega3 15 - 19   Direct   Log10   2.86268618
## 463       BAU Female           PFAS 15 - 19   Direct   Log10   2.71939972
## 464       BAU   Male           PFAS 15 - 19   Direct   Log10   2.89549098
## 465       BAU Female            TEQ 15 - 19   Direct   Log10   2.27583311
## 466       BAU   Male            TEQ 15 - 19   Direct   Log10   2.45192437
## 467       BAU Female      Vitamin D 15 - 19   Direct   Log10   0.74474583
## 468       BAU   Male      Vitamin D 15 - 19   Direct   Log10   0.93240705
## 469       BAU Female            ALA 20 - 24   Direct   Log10   2.03891238
## 470       BAU   Male            ALA 20 - 24   Direct   Log10   2.21500364
## 471       BAU Female            DHA 20 - 24   Direct   Log10   2.23872374
## 472       BAU   Male            DHA 20 - 24   Direct   Log10   2.41061734
## 473       BAU Female            EPA 20 - 24   Direct   Log10   1.47712125
## 474       BAU   Male            EPA 20 - 24   Direct   Log10   1.62838893
## 475       BAU Female           Fish 20 - 24   Direct   Log10   1.49287675
## 476       BAU   Male           Fish 20 - 24   Direct   Log10   1.66896801
## 477       BAU Female           MeHg 20 - 24   Direct   Log10   0.99751305
## 478       BAU   Male           MeHg 20 - 24   Direct   Log10   1.17360431
## 479       BAU Female         Omega3 20 - 24   Direct   Log10   2.68956374
## 480       BAU   Male         Omega3 20 - 24   Direct   Log10   2.86268618
## 481       BAU Female           PFAS 20 - 24   Direct   Log10   2.71939972
## 482       BAU   Male           PFAS 20 - 24   Direct   Log10   2.89549098
## 483       BAU Female            TEQ 20 - 24   Direct   Log10   2.27583311
## 484       BAU   Male            TEQ 20 - 24   Direct   Log10   2.45192437
## 485       BAU Female      Vitamin D 20 - 24   Direct   Log10   0.74474583
## 486       BAU   Male      Vitamin D 20 - 24   Direct   Log10   0.93240705
## 487       BAU Female            ALA 25 - 29   Direct   Log10   2.03891238
## 488       BAU   Male            ALA 25 - 29   Direct   Log10   2.21500364
## 489       BAU Female            DHA 25 - 29   Direct   Log10   2.23872374
## 490       BAU   Male            DHA 25 - 29   Direct   Log10   2.41061734
## 491       BAU Female            EPA 25 - 29   Direct   Log10   1.47712125
## 492       BAU   Male            EPA 25 - 29   Direct   Log10   1.62838893
## 493       BAU Female           Fish 25 - 29   Direct   Log10   1.49287675
## 494       BAU   Male           Fish 25 - 29   Direct   Log10   1.66896801
## 495       BAU Female           MeHg 25 - 29   Direct   Log10   0.99751305
## 496       BAU   Male           MeHg 25 - 29   Direct   Log10   1.17360431
## 497       BAU Female         Omega3 25 - 29   Direct   Log10   2.68956374
## 498       BAU   Male         Omega3 25 - 29   Direct   Log10   2.86268618
## 499       BAU Female           PFAS 25 - 29   Direct   Log10   2.71939972
## 500       BAU   Male           PFAS 25 - 29   Direct   Log10   2.89549098
## 501       BAU Female            TEQ 25 - 29   Direct   Log10   2.27583311
## 502       BAU   Male            TEQ 25 - 29   Direct   Log10   2.45192437
## 503       BAU Female      Vitamin D 25 - 29   Direct   Log10   0.74474583
## 504       BAU   Male      Vitamin D 25 - 29   Direct   Log10   0.93240705
## 505       BAU Female            ALA 30 - 34   Direct   Log10   2.03891238
## 506       BAU   Male            ALA 30 - 34   Direct   Log10   2.21500364
## 507       BAU Female            DHA 30 - 34   Direct   Log10   2.23872374
## 508       BAU   Male            DHA 30 - 34   Direct   Log10   2.41061734
## 509       BAU Female            EPA 30 - 34   Direct   Log10   1.47712125
## 510       BAU   Male            EPA 30 - 34   Direct   Log10   1.62838893
## 511       BAU Female           Fish 30 - 34   Direct   Log10   1.49287675
## 512       BAU   Male           Fish 30 - 34   Direct   Log10   1.66896801
## 513       BAU Female           MeHg 30 - 34   Direct   Log10   0.99751305
## 514       BAU   Male           MeHg 30 - 34   Direct   Log10   1.17360431
## 515       BAU Female         Omega3 30 - 34   Direct   Log10   2.68956374
## 516       BAU   Male         Omega3 30 - 34   Direct   Log10   2.86268618
## 517       BAU Female           PFAS 30 - 34   Direct   Log10   2.71939972
## 518       BAU   Male           PFAS 30 - 34   Direct   Log10   2.89549098
## 519       BAU Female            TEQ 30 - 34   Direct   Log10   2.27583311
## 520       BAU   Male            TEQ 30 - 34   Direct   Log10   2.45192437
## 521       BAU Female      Vitamin D 30 - 34   Direct   Log10   0.74474583
## 522       BAU   Male      Vitamin D 30 - 34   Direct   Log10   0.93240705
## 523       BAU Female            ALA 35 - 39   Direct   Log10   2.03891238
## 524       BAU   Male            ALA 35 - 39   Direct   Log10   2.21500364
## 525       BAU Female            DHA 35 - 39   Direct   Log10   2.23872374
## 526       BAU   Male            DHA 35 - 39   Direct   Log10   2.41061734
## 527       BAU Female            EPA 35 - 39   Direct   Log10   1.47712125
## 528       BAU   Male            EPA 35 - 39   Direct   Log10   1.62838893
## 529       BAU Female           Fish 35 - 39   Direct   Log10   1.49287675
## 530       BAU   Male           Fish 35 - 39   Direct   Log10   1.66896801
## 531       BAU Female           MeHg 35 - 39   Direct   Log10   0.99751305
## 532       BAU   Male           MeHg 35 - 39   Direct   Log10   1.17360431
## 533       BAU Female         Omega3 35 - 39   Direct   Log10   2.68956374
## 534       BAU   Male         Omega3 35 - 39   Direct   Log10   2.86268618
## 535       BAU Female           PFAS 35 - 39   Direct   Log10   2.71939972
## 536       BAU   Male           PFAS 35 - 39   Direct   Log10   2.89549098
## 537       BAU Female            TEQ 35 - 39   Direct   Log10   2.27583311
## 538       BAU   Male            TEQ 35 - 39   Direct   Log10   2.45192437
## 539       BAU Female      Vitamin D 35 - 39   Direct   Log10   0.74474583
## 540       BAU   Male      Vitamin D 35 - 39   Direct   Log10   0.93240705
## 541       BAU Female            ALA 40 - 44   Direct   Log10   2.03891238
## 542       BAU   Male            ALA 40 - 44   Direct   Log10   2.21500364
## 543       BAU Female            DHA 40 - 44   Direct   Log10   2.23872374
## 544       BAU   Male            DHA 40 - 44   Direct   Log10   2.41061734
## 545       BAU Female            EPA 40 - 44   Direct   Log10   1.47712125
## 546       BAU   Male            EPA 40 - 44   Direct   Log10   1.62838893
## 547       BAU Female           Fish 40 - 44   Direct   Log10   1.49287675
## 548       BAU   Male           Fish 40 - 44   Direct   Log10   1.66896801
## 549       BAU Female           MeHg 40 - 44   Direct   Log10   0.99751305
## 550       BAU   Male           MeHg 40 - 44   Direct   Log10   1.17360431
## 551       BAU Female         Omega3 40 - 44   Direct   Log10   2.68956374
## 552       BAU   Male         Omega3 40 - 44   Direct   Log10   2.86268618
## 553       BAU Female           PFAS 40 - 44   Direct   Log10   2.71939972
## 554       BAU   Male           PFAS 40 - 44   Direct   Log10   2.89549098
## 555       BAU Female            TEQ 40 - 44   Direct   Log10   2.27583311
## 556       BAU   Male            TEQ 40 - 44   Direct   Log10   2.45192437
## 557       BAU Female      Vitamin D 40 - 44   Direct   Log10   0.74474583
## 558       BAU   Male      Vitamin D 40 - 44   Direct   Log10   0.93240705
## 559       BAU Female            ALA 45 - 49   Direct   Log10   2.03891238
## 560       BAU   Male            ALA 45 - 49   Direct   Log10   2.21500364
## 561       BAU Female            DHA 45 - 49   Direct   Log10   2.23872374
## 562       BAU   Male            DHA 45 - 49   Direct   Log10   2.41061734
## 563       BAU Female            EPA 45 - 49   Direct   Log10   1.47712125
## 564       BAU   Male            EPA 45 - 49   Direct   Log10   1.62838893
## 565       BAU Female           Fish 45 - 49   Direct   Log10   1.49287675
## 566       BAU   Male           Fish 45 - 49   Direct   Log10   1.66896801
## 567       BAU Female           MeHg 45 - 49   Direct   Log10   0.99751305
## 568       BAU   Male           MeHg 45 - 49   Direct   Log10   1.17360431
## 569       BAU Female         Omega3 45 - 49   Direct   Log10   2.68956374
## 570       BAU   Male         Omega3 45 - 49   Direct   Log10   2.86268618
## 571       BAU Female           PFAS 45 - 49   Direct   Log10   2.71939972
## 572       BAU   Male           PFAS 45 - 49   Direct   Log10   2.89549098
## 573       BAU Female            TEQ 45 - 49   Direct   Log10   2.27583311
## 574       BAU   Male            TEQ 45 - 49   Direct   Log10   2.45192437
## 575       BAU Female      Vitamin D 45 - 49   Direct   Log10   0.74474583
## 576       BAU   Male      Vitamin D 45 - 49   Direct   Log10   0.93240705
## 577       BAU Female            ALA 50 - 54   Direct   Log10   2.03891238
## 578       BAU   Male            ALA 50 - 54   Direct   Log10   2.21500364
## 579       BAU Female            DHA 50 - 54   Direct   Log10   2.23872374
## 580       BAU   Male            DHA 50 - 54   Direct   Log10   2.41061734
## 581       BAU Female            EPA 50 - 54   Direct   Log10   1.47712125
## 582       BAU   Male            EPA 50 - 54   Direct   Log10   1.62838893
## 583       BAU Female           Fish 50 - 54   Direct   Log10   1.49287675
## 584       BAU   Male           Fish 50 - 54   Direct   Log10   1.66896801
## 585       BAU Female           MeHg 50 - 54   Direct   Log10   0.99751305
## 586       BAU   Male           MeHg 50 - 54   Direct   Log10   1.17360431
## 587       BAU Female         Omega3 50 - 54   Direct   Log10   2.68956374
## 588       BAU   Male         Omega3 50 - 54   Direct   Log10   2.86268618
## 589       BAU Female           PFAS 50 - 54   Direct   Log10   2.71939972
## 590       BAU   Male           PFAS 50 - 54   Direct   Log10   2.89549098
## 591       BAU Female            TEQ 50 - 54   Direct   Log10   2.27583311
## 592       BAU   Male            TEQ 50 - 54   Direct   Log10   2.45192437
## 593       BAU Female      Vitamin D 50 - 54   Direct   Log10   0.74474583
## 594       BAU   Male      Vitamin D 50 - 54   Direct   Log10   0.93240705
## 595       BAU Female            ALA 55 - 59   Direct   Log10   2.03891238
## 596       BAU   Male            ALA 55 - 59   Direct   Log10   2.21500364
## 597       BAU Female            DHA 55 - 59   Direct   Log10   2.23872374
## 598       BAU   Male            DHA 55 - 59   Direct   Log10   2.41061734
## 599       BAU Female            EPA 55 - 59   Direct   Log10   1.47712125
## 600       BAU   Male            EPA 55 - 59   Direct   Log10   1.62838893
## 601       BAU Female           Fish 55 - 59   Direct   Log10   1.49287675
## 602       BAU   Male           Fish 55 - 59   Direct   Log10   1.66896801
## 603       BAU Female           MeHg 55 - 59   Direct   Log10   0.99751305
## 604       BAU   Male           MeHg 55 - 59   Direct   Log10   1.17360431
## 605       BAU Female         Omega3 55 - 59   Direct   Log10   2.68956374
## 606       BAU   Male         Omega3 55 - 59   Direct   Log10   2.86268618
## 607       BAU Female           PFAS 55 - 59   Direct   Log10   2.71939972
## 608       BAU   Male           PFAS 55 - 59   Direct   Log10   2.89549098
## 609       BAU Female            TEQ 55 - 59   Direct   Log10   2.27583311
## 610       BAU   Male            TEQ 55 - 59   Direct   Log10   2.45192437
## 611       BAU Female      Vitamin D 55 - 59   Direct   Log10   0.74474583
## 612       BAU   Male      Vitamin D 55 - 59   Direct   Log10   0.93240705
## 613       BAU Female            ALA 60 - 64   Direct   Log10   2.03891238
## 614       BAU   Male            ALA 60 - 64   Direct   Log10   2.21500364
## 615       BAU Female            DHA 60 - 64   Direct   Log10   2.23872374
## 616       BAU   Male            DHA 60 - 64   Direct   Log10   2.41061734
## 617       BAU Female            EPA 60 - 64   Direct   Log10   1.47712125
## 618       BAU   Male            EPA 60 - 64   Direct   Log10   1.62838893
## 619       BAU Female           Fish 60 - 64   Direct   Log10   1.49287675
## 620       BAU   Male           Fish 60 - 64   Direct   Log10   1.66896801
## 621       BAU Female           MeHg 60 - 64   Direct   Log10   0.99751305
## 622       BAU   Male           MeHg 60 - 64   Direct   Log10   1.17360431
## 623       BAU Female         Omega3 60 - 64   Direct   Log10   2.68956374
## 624       BAU   Male         Omega3 60 - 64   Direct   Log10   2.86268618
## 625       BAU Female           PFAS 60 - 64   Direct   Log10   2.71939972
## 626       BAU   Male           PFAS 60 - 64   Direct   Log10   2.89549098
## 627       BAU Female            TEQ 60 - 64   Direct   Log10   2.27583311
## 628       BAU   Male            TEQ 60 - 64   Direct   Log10   2.45192437
## 629       BAU Female      Vitamin D 60 - 64   Direct   Log10   0.74474583
## 630       BAU   Male      Vitamin D 60 - 64   Direct   Log10   0.93240705
## 631       BAU Female            ALA 65 - 69   Direct   Log10   2.03891238
## 632       BAU   Male            ALA 65 - 69   Direct   Log10   2.21500364
## 633       BAU Female            DHA 65 - 69   Direct   Log10   2.23872374
## 634       BAU   Male            DHA 65 - 69   Direct   Log10   2.41061734
## 635       BAU Female            EPA 65 - 69   Direct   Log10   1.47712125
## 636       BAU   Male            EPA 65 - 69   Direct   Log10   1.62838893
## 637       BAU Female           Fish 65 - 69   Direct   Log10   1.49287675
## 638       BAU   Male           Fish 65 - 69   Direct   Log10   1.66896801
## 639       BAU Female           MeHg 65 - 69   Direct   Log10   0.99751305
## 640       BAU   Male           MeHg 65 - 69   Direct   Log10   1.17360431
## 641       BAU Female         Omega3 65 - 69   Direct   Log10   2.68956374
## 642       BAU   Male         Omega3 65 - 69   Direct   Log10   2.86268618
## 643       BAU Female           PFAS 65 - 69   Direct   Log10   2.71939972
## 644       BAU   Male           PFAS 65 - 69   Direct   Log10   2.89549098
## 645       BAU Female            TEQ 65 - 69   Direct   Log10   2.27583311
## 646       BAU   Male            TEQ 65 - 69   Direct   Log10   2.45192437
## 647       BAU Female      Vitamin D 65 - 69   Direct   Log10   0.74474583
## 648       BAU   Male      Vitamin D 65 - 69   Direct   Log10   0.93240705
## 649       BAU Female            ALA 70 - 74   Direct   Log10   2.03891238
## 650       BAU   Male            ALA 70 - 74   Direct   Log10   2.21500364
## 651       BAU Female            DHA 70 - 74   Direct   Log10   2.23872374
## 652       BAU   Male            DHA 70 - 74   Direct   Log10   2.41061734
## 653       BAU Female            EPA 70 - 74   Direct   Log10   1.47712125
## 654       BAU   Male            EPA 70 - 74   Direct   Log10   1.62838893
## 655       BAU Female           Fish 70 - 74   Direct   Log10   1.49287675
## 656       BAU   Male           Fish 70 - 74   Direct   Log10   1.66896801
## 657       BAU Female           MeHg 70 - 74   Direct   Log10   0.99751305
## 658       BAU   Male           MeHg 70 - 74   Direct   Log10   1.17360431
## 659       BAU Female         Omega3 70 - 74   Direct   Log10   2.68956374
## 660       BAU   Male         Omega3 70 - 74   Direct   Log10   2.86268618
## 661       BAU Female           PFAS 70 - 74   Direct   Log10   2.71939972
## 662       BAU   Male           PFAS 70 - 74   Direct   Log10   2.89549098
## 663       BAU Female            TEQ 70 - 74   Direct   Log10   2.27583311
## 664       BAU   Male            TEQ 70 - 74   Direct   Log10   2.45192437
## 665       BAU Female      Vitamin D 70 - 74   Direct   Log10   0.74474583
## 666       BAU   Male      Vitamin D 70 - 74   Direct   Log10   0.93240705
## 667       BAU Female            ALA 75 - 79   Direct   Log10   2.03891238
## 668       BAU   Male            ALA 75 - 79   Direct   Log10   2.21500364
## 669       BAU Female            DHA 75 - 79   Direct   Log10   2.23872374
## 670       BAU   Male            DHA 75 - 79   Direct   Log10   2.41061734
## 671       BAU Female            EPA 75 - 79   Direct   Log10   1.47712125
## 672       BAU   Male            EPA 75 - 79   Direct   Log10   1.62838893
## 673       BAU Female           Fish 75 - 79   Direct   Log10   1.49287675
## 674       BAU   Male           Fish 75 - 79   Direct   Log10   1.66896801
## 675       BAU Female           MeHg 75 - 79   Direct   Log10   0.99751305
## 676       BAU   Male           MeHg 75 - 79   Direct   Log10   1.17360431
## 677       BAU Female         Omega3 75 - 79   Direct   Log10   2.68956374
## 678       BAU   Male         Omega3 75 - 79   Direct   Log10   2.86268618
## 679       BAU Female           PFAS 75 - 79   Direct   Log10   2.71939972
## 680       BAU   Male           PFAS 75 - 79   Direct   Log10   2.89549098
## 681       BAU Female            TEQ 75 - 79   Direct   Log10   2.27583311
## 682       BAU   Male            TEQ 75 - 79   Direct   Log10   2.45192437
## 683       BAU Female      Vitamin D 75 - 79   Direct   Log10   0.74474583
## 684       BAU   Male      Vitamin D 75 - 79   Direct   Log10   0.93240705
## 685       BAU Female            ALA 80 - 84   Direct   Log10   2.03891238
## 686       BAU   Male            ALA 80 - 84   Direct   Log10   2.21500364
## 687       BAU Female            DHA 80 - 84   Direct   Log10   2.23872374
## 688       BAU   Male            DHA 80 - 84   Direct   Log10   2.41061734
## 689       BAU Female            EPA 80 - 84   Direct   Log10   1.47712125
## 690       BAU   Male            EPA 80 - 84   Direct   Log10   1.62838893
## 691       BAU Female           Fish 80 - 84   Direct   Log10   1.49287675
## 692       BAU   Male           Fish 80 - 84   Direct   Log10   1.66896801
## 693       BAU Female           MeHg 80 - 84   Direct   Log10   0.99751305
## 694       BAU   Male           MeHg 80 - 84   Direct   Log10   1.17360431
## 695       BAU Female         Omega3 80 - 84   Direct   Log10   2.68956374
## 696       BAU   Male         Omega3 80 - 84   Direct   Log10   2.86268618
## 697       BAU Female           PFAS 80 - 84   Direct   Log10   2.71939972
## 698       BAU   Male           PFAS 80 - 84   Direct   Log10   2.89549098
## 699       BAU Female            TEQ 80 - 84   Direct   Log10   2.27583311
## 700       BAU   Male            TEQ 80 - 84   Direct   Log10   2.45192437
## 701       BAU Female      Vitamin D 80 - 84   Direct   Log10   0.74474583
## 702       BAU   Male      Vitamin D 80 - 84   Direct   Log10   0.93240705
## 703       BAU Female            ALA     85+   Direct   Log10   2.03891238
## 704       BAU   Male            ALA     85+   Direct   Log10   2.21500364
## 705       BAU Female            DHA     85+   Direct   Log10   2.23872374
## 706       BAU   Male            DHA     85+   Direct   Log10   2.41061734
## 707       BAU Female            EPA     85+   Direct   Log10   1.47712125
## 708       BAU   Male            EPA     85+   Direct   Log10   1.62838893
## 709       BAU Female           Fish     85+   Direct   Log10   1.49287675
## 710       BAU   Male           Fish     85+   Direct   Log10   1.66896801
## 711       BAU Female           MeHg     85+   Direct   Log10   0.99751305
## 712       BAU   Male           MeHg     85+   Direct   Log10   1.17360431
## 713       BAU Female         Omega3     85+   Direct   Log10   2.68956374
## 714       BAU   Male         Omega3     85+   Direct   Log10   2.86268618
## 715       BAU Female           PFAS     85+   Direct   Log10   2.71939972
## 716       BAU   Male           PFAS     85+   Direct   Log10   2.89549098
## 717       BAU Female            TEQ     85+   Direct   Log10   2.27583311
## 718       BAU   Male            TEQ     85+   Direct   Log10   2.45192437
## 719       BAU Female      Vitamin D     85+   Direct   Log10   0.74474583
## 720       BAU   Male      Vitamin D     85+   Direct   Log10   0.93240705
## 721       BAU Female           PFAS   0 - 4 To child   Log10   1.46945382
## 722       BAU   Male           PFAS   0 - 4 To child   Log10   1.46945382
## 723       BAU Female            TEQ   0 - 4 To child   Log10   1.39386399
## 724       BAU   Male            TEQ   0 - 4 To child   Log10   1.39386399
## 725       BAU Female           PFAS   5 - 9 To child   Log10   1.46945382
## 726       BAU   Male           PFAS   5 - 9 To child   Log10   1.46945382
## 727       BAU Female            TEQ   5 - 9 To child   Log10   1.39386399
## 728       BAU   Male            TEQ   5 - 9 To child   Log10   1.39386399
## 729       BAU Female           PFAS 10 - 14 To child   Log10   1.46945382
## 730       BAU   Male           PFAS 10 - 14 To child   Log10   1.46945382
## 731       BAU Female            TEQ 10 - 14 To child   Log10   1.39386399
## 732       BAU   Male            TEQ 10 - 14 To child   Log10   1.39386399
## 733       BAU Female           PFAS 15 - 19 To child   Log10   1.46945382
## 734       BAU   Male           PFAS 15 - 19 To child   Log10   1.46945382
## 735       BAU Female            TEQ 15 - 19 To child   Log10   1.39386399
## 736       BAU   Male            TEQ 15 - 19 To child   Log10   1.39386399
## 737       BAU Female           PFAS 20 - 24 To child   Log10   1.46945382
## 738       BAU   Male           PFAS 20 - 24 To child   Log10   1.46945382
## 739       BAU Female            TEQ 20 - 24 To child   Log10   1.39386399
## 740       BAU   Male            TEQ 20 - 24 To child   Log10   1.39386399
## 741       BAU Female           PFAS 25 - 29 To child   Log10   1.46945382
## 742       BAU   Male           PFAS 25 - 29 To child   Log10   1.46945382
## 743       BAU Female            TEQ 25 - 29 To child   Log10   1.39386399
## 744       BAU   Male            TEQ 25 - 29 To child   Log10   1.39386399
## 745       BAU Female           PFAS 30 - 34 To child   Log10   1.46945382
## 746       BAU   Male           PFAS 30 - 34 To child   Log10   1.46945382
## 747       BAU Female            TEQ 30 - 34 To child   Log10   1.39386399
## 748       BAU   Male            TEQ 30 - 34 To child   Log10   1.39386399
## 749       BAU Female           PFAS 35 - 39 To child   Log10   1.46945382
## 750       BAU   Male           PFAS 35 - 39 To child   Log10   1.46945382
## 751       BAU Female            TEQ 35 - 39 To child   Log10   1.39386399
## 752       BAU   Male            TEQ 35 - 39 To child   Log10   1.39386399
## 753       BAU Female           PFAS 40 - 44 To child   Log10   1.46945382
## 754       BAU   Male           PFAS 40 - 44 To child   Log10   1.46945382
## 755       BAU Female            TEQ 40 - 44 To child   Log10   1.39386399
## 756       BAU   Male            TEQ 40 - 44 To child   Log10   1.39386399
## 757       BAU Female           PFAS 45 - 49 To child   Log10   1.46945382
## 758       BAU   Male           PFAS 45 - 49 To child   Log10   1.46945382
## 759       BAU Female            TEQ 45 - 49 To child   Log10   1.39386399
## 760       BAU   Male            TEQ 45 - 49 To child   Log10   1.39386399
## 761       BAU Female           PFAS 50 - 54 To child   Log10   1.46945382
## 762       BAU   Male           PFAS 50 - 54 To child   Log10   1.46945382
## 763       BAU Female            TEQ 50 - 54 To child   Log10   1.39386399
## 764       BAU   Male            TEQ 50 - 54 To child   Log10   1.39386399
## 765       BAU Female           PFAS 55 - 59 To child   Log10   1.46945382
## 766       BAU   Male           PFAS 55 - 59 To child   Log10   1.46945382
## 767       BAU Female            TEQ 55 - 59 To child   Log10   1.39386399
## 768       BAU   Male            TEQ 55 - 59 To child   Log10   1.39386399
## 769       BAU Female           PFAS 60 - 64 To child   Log10   1.46945382
## 770       BAU   Male           PFAS 60 - 64 To child   Log10   1.46945382
## 771       BAU Female            TEQ 60 - 64 To child   Log10   1.39386399
## 772       BAU   Male            TEQ 60 - 64 To child   Log10   1.39386399
## 773       BAU Female           PFAS 65 - 69 To child   Log10   1.46945382
## 774       BAU   Male           PFAS 65 - 69 To child   Log10   1.46945382
## 775       BAU Female            TEQ 65 - 69 To child   Log10   1.39386399
## 776       BAU   Male            TEQ 65 - 69 To child   Log10   1.39386399
## 777       BAU Female           PFAS 70 - 74 To child   Log10   1.46945382
## 778       BAU   Male           PFAS 70 - 74 To child   Log10   1.46945382
## 779       BAU Female            TEQ 70 - 74 To child   Log10   1.39386399
## 780       BAU   Male            TEQ 70 - 74 To child   Log10   1.39386399
## 781       BAU Female           PFAS 75 - 79 To child   Log10   1.46945382
## 782       BAU   Male           PFAS 75 - 79 To child   Log10   1.46945382
## 783       BAU Female            TEQ 75 - 79 To child   Log10   1.39386399
## 784       BAU   Male            TEQ 75 - 79 To child   Log10   1.39386399
## 785       BAU Female           PFAS 80 - 84 To child   Log10   1.46945382
## 786       BAU   Male           PFAS 80 - 84 To child   Log10   1.46945382
## 787       BAU Female            TEQ 80 - 84 To child   Log10   1.39386399
## 788       BAU   Male            TEQ 80 - 84 To child   Log10   1.39386399
## 789       BAU Female           PFAS     85+ To child   Log10   1.46945382
## 790       BAU   Male           PFAS     85+ To child   Log10   1.46945382
## 791       BAU Female            TEQ     85+ To child   Log10   1.39386399
## 792       BAU   Male            TEQ     85+ To child   Log10   1.39386399
## 793       BAU Female            ALA   0 - 4   Direct    None 109.37356784
## 794       BAU   Male            ALA   0 - 4   Direct    None 164.06035175
## 795       BAU Female            DHA   0 - 4   Direct    None 173.27014453
## 796       BAU   Male            DHA   0 - 4   Direct    None 257.40521680
## 797       BAU Female            EPA   0 - 4   Direct    None  30.00000000
## 798       BAU   Male            EPA   0 - 4   Direct    None  42.50000000
## 799       BAU Female           Fish   0 - 4   Direct    None  31.10833358
## 800       BAU   Male           Fish   0 - 4   Direct    None  46.66250037
## 801       BAU Female           MeHg   0 - 4   Direct    None   9.94289943
## 802       BAU   Male           MeHg   0 - 4   Direct    None  14.91434914
## 803       BAU Female         Omega3   0 - 4   Direct    None 489.28706762
## 804       BAU   Male         Omega3   0 - 4   Direct    None 728.93060143
## 805       BAU Female           PFAS   0 - 4   Direct    None 524.08257199
## 806       BAU   Male           PFAS   0 - 4   Direct    None 786.12385799
## 807       BAU Female            TEQ   0 - 4   Direct    None 188.72659592
## 808       BAU   Male            TEQ   0 - 4   Direct    None 283.08989388
## 809       BAU Female      Vitamin D   0 - 4   Direct    None   5.55579016
## 810       BAU   Male      Vitamin D   0 - 4   Direct    None   8.55868524
## 811       BAU Female            ALA   5 - 9   Direct    None 109.37356784
## 812       BAU   Male            ALA   5 - 9   Direct    None 164.06035175
## 813       BAU Female            DHA   5 - 9   Direct    None 173.27014453
## 814       BAU   Male            DHA   5 - 9   Direct    None 257.40521680
## 815       BAU Female            EPA   5 - 9   Direct    None  30.00000000
## 816       BAU   Male            EPA   5 - 9   Direct    None  42.50000000
## 817       BAU Female           Fish   5 - 9   Direct    None  31.10833358
## 818       BAU   Male           Fish   5 - 9   Direct    None  46.66250037
## 819       BAU Female           MeHg   5 - 9   Direct    None   9.94289943
## 820       BAU   Male           MeHg   5 - 9   Direct    None  14.91434914
## 821       BAU Female         Omega3   5 - 9   Direct    None 489.28706762
## 822       BAU   Male         Omega3   5 - 9   Direct    None 728.93060143
## 823       BAU Female           PFAS   5 - 9   Direct    None 524.08257199
## 824       BAU   Male           PFAS   5 - 9   Direct    None 786.12385799
## 825       BAU Female            TEQ   5 - 9   Direct    None 188.72659592
## 826       BAU   Male            TEQ   5 - 9   Direct    None 283.08989388
## 827       BAU Female      Vitamin D   5 - 9   Direct    None   5.55579016
## 828       BAU   Male      Vitamin D   5 - 9   Direct    None   8.55868524
## 829       BAU Female            ALA 10 - 14   Direct    None 109.37356784
## 830       BAU   Male            ALA 10 - 14   Direct    None 164.06035175
## 831       BAU Female            DHA 10 - 14   Direct    None 173.27014453
## 832       BAU   Male            DHA 10 - 14   Direct    None 257.40521680
## 833       BAU Female            EPA 10 - 14   Direct    None  30.00000000
## 834       BAU   Male            EPA 10 - 14   Direct    None  42.50000000
## 835       BAU Female           Fish 10 - 14   Direct    None  31.10833358
## 836       BAU   Male           Fish 10 - 14   Direct    None  46.66250037
## 837       BAU Female           MeHg 10 - 14   Direct    None   9.94289943
## 838       BAU   Male           MeHg 10 - 14   Direct    None  14.91434914
## 839       BAU Female         Omega3 10 - 14   Direct    None 489.28706762
## 840       BAU   Male         Omega3 10 - 14   Direct    None 728.93060143
## 841       BAU Female           PFAS 10 - 14   Direct    None 524.08257199
## 842       BAU   Male           PFAS 10 - 14   Direct    None 786.12385799
## 843       BAU Female            TEQ 10 - 14   Direct    None 188.72659592
## 844       BAU   Male            TEQ 10 - 14   Direct    None 283.08989388
## 845       BAU Female      Vitamin D 10 - 14   Direct    None   5.55579016
## 846       BAU   Male      Vitamin D 10 - 14   Direct    None   8.55868524
## 847       BAU Female            ALA 15 - 19   Direct    None 109.37356784
## 848       BAU   Male            ALA 15 - 19   Direct    None 164.06035175
## 849       BAU Female            DHA 15 - 19   Direct    None 173.27014453
## 850       BAU   Male            DHA 15 - 19   Direct    None 257.40521680
## 851       BAU Female            EPA 15 - 19   Direct    None  30.00000000
## 852       BAU   Male            EPA 15 - 19   Direct    None  42.50000000
## 853       BAU Female           Fish 15 - 19   Direct    None  31.10833358
## 854       BAU   Male           Fish 15 - 19   Direct    None  46.66250037
## 855       BAU Female           MeHg 15 - 19   Direct    None   9.94289943
## 856       BAU   Male           MeHg 15 - 19   Direct    None  14.91434914
## 857       BAU Female         Omega3 15 - 19   Direct    None 489.28706762
## 858       BAU   Male         Omega3 15 - 19   Direct    None 728.93060143
## 859       BAU Female           PFAS 15 - 19   Direct    None 524.08257199
## 860       BAU   Male           PFAS 15 - 19   Direct    None 786.12385799
## 861       BAU Female            TEQ 15 - 19   Direct    None 188.72659592
## 862       BAU   Male            TEQ 15 - 19   Direct    None 283.08989388
## 863       BAU Female      Vitamin D 15 - 19   Direct    None   5.55579016
## 864       BAU   Male      Vitamin D 15 - 19   Direct    None   8.55868524
## 865       BAU Female            ALA 20 - 24   Direct    None 109.37356784
## 866       BAU   Male            ALA 20 - 24   Direct    None 164.06035175
## 867       BAU Female            DHA 20 - 24   Direct    None 173.27014453
## 868       BAU   Male            DHA 20 - 24   Direct    None 257.40521680
## 869       BAU Female            EPA 20 - 24   Direct    None  30.00000000
## 870       BAU   Male            EPA 20 - 24   Direct    None  42.50000000
## 871       BAU Female           Fish 20 - 24   Direct    None  31.10833358
## 872       BAU   Male           Fish 20 - 24   Direct    None  46.66250037
## 873       BAU Female           MeHg 20 - 24   Direct    None   9.94289943
## 874       BAU   Male           MeHg 20 - 24   Direct    None  14.91434914
## 875       BAU Female         Omega3 20 - 24   Direct    None 489.28706762
## 876       BAU   Male         Omega3 20 - 24   Direct    None 728.93060143
## 877       BAU Female           PFAS 20 - 24   Direct    None 524.08257199
## 878       BAU   Male           PFAS 20 - 24   Direct    None 786.12385799
## 879       BAU Female            TEQ 20 - 24   Direct    None 188.72659592
## 880       BAU   Male            TEQ 20 - 24   Direct    None 283.08989388
## 881       BAU Female      Vitamin D 20 - 24   Direct    None   5.55579016
## 882       BAU   Male      Vitamin D 20 - 24   Direct    None   8.55868524
## 883       BAU Female            ALA 25 - 29   Direct    None 109.37356784
## 884       BAU   Male            ALA 25 - 29   Direct    None 164.06035175
## 885       BAU Female            DHA 25 - 29   Direct    None 173.27014453
## 886       BAU   Male            DHA 25 - 29   Direct    None 257.40521680
## 887       BAU Female            EPA 25 - 29   Direct    None  30.00000000
## 888       BAU   Male            EPA 25 - 29   Direct    None  42.50000000
## 889       BAU Female           Fish 25 - 29   Direct    None  31.10833358
## 890       BAU   Male           Fish 25 - 29   Direct    None  46.66250037
## 891       BAU Female           MeHg 25 - 29   Direct    None   9.94289943
## 892       BAU   Male           MeHg 25 - 29   Direct    None  14.91434914
## 893       BAU Female         Omega3 25 - 29   Direct    None 489.28706762
## 894       BAU   Male         Omega3 25 - 29   Direct    None 728.93060143
## 895       BAU Female           PFAS 25 - 29   Direct    None 524.08257199
## 896       BAU   Male           PFAS 25 - 29   Direct    None 786.12385799
## 897       BAU Female            TEQ 25 - 29   Direct    None 188.72659592
## 898       BAU   Male            TEQ 25 - 29   Direct    None 283.08989388
## 899       BAU Female      Vitamin D 25 - 29   Direct    None   5.55579016
## 900       BAU   Male      Vitamin D 25 - 29   Direct    None   8.55868524
## 901       BAU Female            ALA 30 - 34   Direct    None 109.37356784
## 902       BAU   Male            ALA 30 - 34   Direct    None 164.06035175
## 903       BAU Female            DHA 30 - 34   Direct    None 173.27014453
## 904       BAU   Male            DHA 30 - 34   Direct    None 257.40521680
## 905       BAU Female            EPA 30 - 34   Direct    None  30.00000000
## 906       BAU   Male            EPA 30 - 34   Direct    None  42.50000000
## 907       BAU Female           Fish 30 - 34   Direct    None  31.10833358
## 908       BAU   Male           Fish 30 - 34   Direct    None  46.66250037
## 909       BAU Female           MeHg 30 - 34   Direct    None   9.94289943
## 910       BAU   Male           MeHg 30 - 34   Direct    None  14.91434914
## 911       BAU Female         Omega3 30 - 34   Direct    None 489.28706762
## 912       BAU   Male         Omega3 30 - 34   Direct    None 728.93060143
## 913       BAU Female           PFAS 30 - 34   Direct    None 524.08257199
## 914       BAU   Male           PFAS 30 - 34   Direct    None 786.12385799
## 915       BAU Female            TEQ 30 - 34   Direct    None 188.72659592
## 916       BAU   Male            TEQ 30 - 34   Direct    None 283.08989388
## 917       BAU Female      Vitamin D 30 - 34   Direct    None   5.55579016
## 918       BAU   Male      Vitamin D 30 - 34   Direct    None   8.55868524
## 919       BAU Female            ALA 35 - 39   Direct    None 109.37356784
## 920       BAU   Male            ALA 35 - 39   Direct    None 164.06035175
## 921       BAU Female            DHA 35 - 39   Direct    None 173.27014453
## 922       BAU   Male            DHA 35 - 39   Direct    None 257.40521680
## 923       BAU Female            EPA 35 - 39   Direct    None  30.00000000
## 924       BAU   Male            EPA 35 - 39   Direct    None  42.50000000
## 925       BAU Female           Fish 35 - 39   Direct    None  31.10833358
## 926       BAU   Male           Fish 35 - 39   Direct    None  46.66250037
## 927       BAU Female           MeHg 35 - 39   Direct    None   9.94289943
## 928       BAU   Male           MeHg 35 - 39   Direct    None  14.91434914
## 929       BAU Female         Omega3 35 - 39   Direct    None 489.28706762
## 930       BAU   Male         Omega3 35 - 39   Direct    None 728.93060143
## 931       BAU Female           PFAS 35 - 39   Direct    None 524.08257199
## 932       BAU   Male           PFAS 35 - 39   Direct    None 786.12385799
## 933       BAU Female            TEQ 35 - 39   Direct    None 188.72659592
## 934       BAU   Male            TEQ 35 - 39   Direct    None 283.08989388
## 935       BAU Female      Vitamin D 35 - 39   Direct    None   5.55579016
## 936       BAU   Male      Vitamin D 35 - 39   Direct    None   8.55868524
## 937       BAU Female            ALA 40 - 44   Direct    None 109.37356784
## 938       BAU   Male            ALA 40 - 44   Direct    None 164.06035175
## 939       BAU Female            DHA 40 - 44   Direct    None 173.27014453
## 940       BAU   Male            DHA 40 - 44   Direct    None 257.40521680
## 941       BAU Female            EPA 40 - 44   Direct    None  30.00000000
## 942       BAU   Male            EPA 40 - 44   Direct    None  42.50000000
## 943       BAU Female           Fish 40 - 44   Direct    None  31.10833358
## 944       BAU   Male           Fish 40 - 44   Direct    None  46.66250037
## 945       BAU Female           MeHg 40 - 44   Direct    None   9.94289943
## 946       BAU   Male           MeHg 40 - 44   Direct    None  14.91434914
## 947       BAU Female         Omega3 40 - 44   Direct    None 489.28706762
## 948       BAU   Male         Omega3 40 - 44   Direct    None 728.93060143
## 949       BAU Female           PFAS 40 - 44   Direct    None 524.08257199
## 950       BAU   Male           PFAS 40 - 44   Direct    None 786.12385799
## 951       BAU Female            TEQ 40 - 44   Direct    None 188.72659592
## 952       BAU   Male            TEQ 40 - 44   Direct    None 283.08989388
## 953       BAU Female      Vitamin D 40 - 44   Direct    None   5.55579016
## 954       BAU   Male      Vitamin D 40 - 44   Direct    None   8.55868524
## 955       BAU Female            ALA 45 - 49   Direct    None 109.37356784
## 956       BAU   Male            ALA 45 - 49   Direct    None 164.06035175
## 957       BAU Female            DHA 45 - 49   Direct    None 173.27014453
## 958       BAU   Male            DHA 45 - 49   Direct    None 257.40521680
## 959       BAU Female            EPA 45 - 49   Direct    None  30.00000000
## 960       BAU   Male            EPA 45 - 49   Direct    None  42.50000000
## 961       BAU Female           Fish 45 - 49   Direct    None  31.10833358
## 962       BAU   Male           Fish 45 - 49   Direct    None  46.66250037
## 963       BAU Female           MeHg 45 - 49   Direct    None   9.94289943
## 964       BAU   Male           MeHg 45 - 49   Direct    None  14.91434914
## 965       BAU Female         Omega3 45 - 49   Direct    None 489.28706762
## 966       BAU   Male         Omega3 45 - 49   Direct    None 728.93060143
## 967       BAU Female           PFAS 45 - 49   Direct    None 524.08257199
## 968       BAU   Male           PFAS 45 - 49   Direct    None 786.12385799
## 969       BAU Female            TEQ 45 - 49   Direct    None 188.72659592
## 970       BAU   Male            TEQ 45 - 49   Direct    None 283.08989388
## 971       BAU Female      Vitamin D 45 - 49   Direct    None   5.55579016
## 972       BAU   Male      Vitamin D 45 - 49   Direct    None   8.55868524
## 973       BAU Female            ALA 50 - 54   Direct    None 109.37356784
## 974       BAU   Male            ALA 50 - 54   Direct    None 164.06035175
## 975       BAU Female            DHA 50 - 54   Direct    None 173.27014453
## 976       BAU   Male            DHA 50 - 54   Direct    None 257.40521680
## 977       BAU Female            EPA 50 - 54   Direct    None  30.00000000
## 978       BAU   Male            EPA 50 - 54   Direct    None  42.50000000
## 979       BAU Female           Fish 50 - 54   Direct    None  31.10833358
## 980       BAU   Male           Fish 50 - 54   Direct    None  46.66250037
## 981       BAU Female           MeHg 50 - 54   Direct    None   9.94289943
## 982       BAU   Male           MeHg 50 - 54   Direct    None  14.91434914
## 983       BAU Female         Omega3 50 - 54   Direct    None 489.28706762
## 984       BAU   Male         Omega3 50 - 54   Direct    None 728.93060143
## 985       BAU Female           PFAS 50 - 54   Direct    None 524.08257199
## 986       BAU   Male           PFAS 50 - 54   Direct    None 786.12385799
## 987       BAU Female            TEQ 50 - 54   Direct    None 188.72659592
## 988       BAU   Male            TEQ 50 - 54   Direct    None 283.08989388
## 989       BAU Female      Vitamin D 50 - 54   Direct    None   5.55579016
## 990       BAU   Male      Vitamin D 50 - 54   Direct    None   8.55868524
## 991       BAU Female            ALA 55 - 59   Direct    None 109.37356784
## 992       BAU   Male            ALA 55 - 59   Direct    None 164.06035175
## 993       BAU Female            DHA 55 - 59   Direct    None 173.27014453
## 994       BAU   Male            DHA 55 - 59   Direct    None 257.40521680
## 995       BAU Female            EPA 55 - 59   Direct    None  30.00000000
## 996       BAU   Male            EPA 55 - 59   Direct    None  42.50000000
## 997       BAU Female           Fish 55 - 59   Direct    None  31.10833358
## 998       BAU   Male           Fish 55 - 59   Direct    None  46.66250037
## 999       BAU Female           MeHg 55 - 59   Direct    None   9.94289943
## 1000      BAU   Male           MeHg 55 - 59   Direct    None  14.91434914
oprint(summary(ERF,"mean"))
##    Exposure_agent                                          Response
## 1            Fish                               All-cause mortality
## 2          Omega3                                     Breast cancer
## 3            Fish                                        Depression
## 4             DHA                         Loss in child's IQ points
## 5             TEQ                               Sperm concentration
## 6             TEQ                           Yes or no dental defect
## 7          Omega3                                    CHD2 mortality
## 8       Vitamin D                          Vitamin D recommendation
## 9            MeHg                         Loss in child's IQ points
## 10           PFAS                                 Immunosuppression
## 11           PFAS                                          PFAS TWI
## 12            TEQ                           Cancer morbidity yearly
## 13            TEQ Dioxin recommendation tolerable daily intake 2018
## 14           Fish                               All-cause mortality
## 15         Omega3                                     Breast cancer
## 16           Fish                                        Depression
## 17            DHA                         Loss in child's IQ points
## 18            TEQ                               Sperm concentration
## 19            TEQ                           Yes or no dental defect
## 20         Omega3                                    CHD2 mortality
## 21      Vitamin D                          Vitamin D recommendation
## 22           MeHg                         Loss in child's IQ points
## 23           PFAS                                 Immunosuppression
## 24           PFAS                                          PFAS TWI
## 25            TEQ                           Cancer morbidity yearly
## 26            TEQ Dioxin recommendation tolerable daily intake 2018
##      ER_function Scaling Observation          mean
## 1             RR    None         ERF   0.997871700
## 2             RR    None         ERF   0.999487200
## 3             RR    None         ERF   0.994690400
## 4            ERS    None         ERF  -0.001300000
## 5            ERS    None         ERF   0.000060000
## 6            ERS    None         ERF   0.001390971
## 7  Relative Hill    None         ERF  -0.170000000
## 8           Step    None         ERF 100.000000000
## 9            ERS      BW         ERF   9.800000000
## 10           ERS      BW         ERF   0.022700000
## 11           TWI      BW         ERF   4.400000000
## 12           CSF      BW         ERF   0.000010000
## 13           TDI      BW         ERF   0.288900000
## 14            RR    None   Threshold   0.000000000
## 15            RR    None   Threshold   0.000000000
## 16            RR    None   Threshold   0.000000000
## 17           ERS    None   Threshold   0.000000000
## 18           ERS    None   Threshold   0.000000000
## 19           ERS    None   Threshold   0.000000000
## 20 Relative Hill    None   Threshold  47.000000000
## 21          Step    None   Threshold  10.000000000
## 22           ERS      BW   Threshold   0.000000000
## 23           ERS      BW   Threshold   0.000000000
## 24           TWI      BW   Threshold   0.000000000
## 25           CSF      BW   Threshold   0.000000000
## 26           TDI      BW   Threshold   0.000000000
oprint(summary(expo_dir,"mean"))
## [1] "Showing first 1000 rows out of 2088. Set show_all=TRUE to show all rows."
##                 Kala Scenario Gender          Fish Exposure_agent     Age
## 1        Kaupallinen      BAU Female  Average fish            ALA   0 - 4
## 2         Muu tuonti      BAU Female  Average fish            ALA   0 - 4
## 3         Vapaa-ajan      BAU Female  Average fish            ALA   0 - 4
## 4        Kaupallinen      BAU   Male  Average fish            ALA   0 - 4
## 5         Muu tuonti      BAU   Male  Average fish            ALA   0 - 4
## 6         Vapaa-ajan      BAU   Male  Average fish            ALA   0 - 4
## 7            Silakka      BAU Female       Herring            ALA   0 - 4
## 8            Silakka      BAU   Male       Herring            ALA   0 - 4
## 9          Kirjolohi      BAU Female Rainbow trout            ALA   0 - 4
## 10   Tuontikirjolohi      BAU Female Rainbow trout            ALA   0 - 4
## 11         Kirjolohi      BAU   Male Rainbow trout            ALA   0 - 4
## 12   Tuontikirjolohi      BAU   Male Rainbow trout            ALA   0 - 4
## 13        Tuontilohi      BAU Female        Salmon            ALA   0 - 4
## 14        Tuontilohi      BAU   Male        Salmon            ALA   0 - 4
## 15        Kasvatettu      BAU Female     Whitefish            ALA   0 - 4
## 16        Kasvatettu      BAU   Male     Whitefish            ALA   0 - 4
## 17       Kaupallinen      BAU Female  Average fish            DHA   0 - 4
## 18        Muu tuonti      BAU Female  Average fish            DHA   0 - 4
## 19        Vapaa-ajan      BAU Female  Average fish            DHA   0 - 4
## 20       Kaupallinen      BAU   Male  Average fish            DHA   0 - 4
## 21        Muu tuonti      BAU   Male  Average fish            DHA   0 - 4
## 22        Vapaa-ajan      BAU   Male  Average fish            DHA   0 - 4
## 23           Silakka      BAU Female       Herring            DHA   0 - 4
## 24           Silakka      BAU   Male       Herring            DHA   0 - 4
## 25         Kirjolohi      BAU Female Rainbow trout            DHA   0 - 4
## 26   Tuontikirjolohi      BAU Female Rainbow trout            DHA   0 - 4
## 27         Kirjolohi      BAU   Male Rainbow trout            DHA   0 - 4
## 28   Tuontikirjolohi      BAU   Male Rainbow trout            DHA   0 - 4
## 29        Tuontilohi      BAU Female        Salmon            DHA   0 - 4
## 30        Tuontilohi      BAU   Male        Salmon            DHA   0 - 4
## 31        Kasvatettu      BAU Female     Whitefish            DHA   0 - 4
## 32        Kasvatettu      BAU   Male     Whitefish            DHA   0 - 4
## 33       Kaupallinen      BAU Female  Average fish           Fish   0 - 4
## 34        Muu tuonti      BAU Female  Average fish           Fish   0 - 4
## 35        Vapaa-ajan      BAU Female  Average fish           Fish   0 - 4
## 36       Kaupallinen      BAU   Male  Average fish           Fish   0 - 4
## 37        Muu tuonti      BAU   Male  Average fish           Fish   0 - 4
## 38        Vapaa-ajan      BAU   Male  Average fish           Fish   0 - 4
## 39           Silakka      BAU Female       Herring           Fish   0 - 4
## 40           Silakka      BAU   Male       Herring           Fish   0 - 4
## 41         Kirjolohi      BAU Female Rainbow trout           Fish   0 - 4
## 42   Tuontikirjolohi      BAU Female Rainbow trout           Fish   0 - 4
## 43         Kirjolohi      BAU   Male Rainbow trout           Fish   0 - 4
## 44   Tuontikirjolohi      BAU   Male Rainbow trout           Fish   0 - 4
## 45        Tuontilohi      BAU Female        Salmon           Fish   0 - 4
## 46        Tuontilohi      BAU   Male        Salmon           Fish   0 - 4
## 47        Kasvatettu      BAU Female     Whitefish           Fish   0 - 4
## 48        Kasvatettu      BAU   Male     Whitefish           Fish   0 - 4
## 49       Kaupallinen      BAU Female  Average fish           MeHg   0 - 4
## 50        Muu tuonti      BAU Female  Average fish           MeHg   0 - 4
## 51        Vapaa-ajan      BAU Female  Average fish           MeHg   0 - 4
## 52       Kaupallinen      BAU   Male  Average fish           MeHg   0 - 4
## 53        Muu tuonti      BAU   Male  Average fish           MeHg   0 - 4
## 54        Vapaa-ajan      BAU   Male  Average fish           MeHg   0 - 4
## 55           Silakka      BAU Female       Herring           MeHg   0 - 4
## 56           Silakka      BAU   Male       Herring           MeHg   0 - 4
## 57         Kirjolohi      BAU Female Rainbow trout           MeHg   0 - 4
## 58   Tuontikirjolohi      BAU Female Rainbow trout           MeHg   0 - 4
## 59         Kirjolohi      BAU   Male Rainbow trout           MeHg   0 - 4
## 60   Tuontikirjolohi      BAU   Male Rainbow trout           MeHg   0 - 4
## 61        Tuontilohi      BAU Female        Salmon           MeHg   0 - 4
## 62        Tuontilohi      BAU   Male        Salmon           MeHg   0 - 4
## 63        Kasvatettu      BAU Female     Whitefish           MeHg   0 - 4
## 64        Kasvatettu      BAU   Male     Whitefish           MeHg   0 - 4
## 65       Kaupallinen      BAU Female  Average fish         Omega3   0 - 4
## 66        Muu tuonti      BAU Female  Average fish         Omega3   0 - 4
## 67        Vapaa-ajan      BAU Female  Average fish         Omega3   0 - 4
## 68       Kaupallinen      BAU   Male  Average fish         Omega3   0 - 4
## 69        Muu tuonti      BAU   Male  Average fish         Omega3   0 - 4
## 70        Vapaa-ajan      BAU   Male  Average fish         Omega3   0 - 4
## 71           Silakka      BAU Female       Herring         Omega3   0 - 4
## 72           Silakka      BAU   Male       Herring         Omega3   0 - 4
## 73         Kirjolohi      BAU Female Rainbow trout         Omega3   0 - 4
## 74   Tuontikirjolohi      BAU Female Rainbow trout         Omega3   0 - 4
## 75         Kirjolohi      BAU   Male Rainbow trout         Omega3   0 - 4
## 76   Tuontikirjolohi      BAU   Male Rainbow trout         Omega3   0 - 4
## 77        Tuontilohi      BAU Female        Salmon         Omega3   0 - 4
## 78        Tuontilohi      BAU   Male        Salmon         Omega3   0 - 4
## 79        Kasvatettu      BAU Female     Whitefish         Omega3   0 - 4
## 80        Kasvatettu      BAU   Male     Whitefish         Omega3   0 - 4
## 81       Kaupallinen      BAU Female  Average fish           PFAS   0 - 4
## 82        Muu tuonti      BAU Female  Average fish           PFAS   0 - 4
## 83        Vapaa-ajan      BAU Female  Average fish           PFAS   0 - 4
## 84       Kaupallinen      BAU   Male  Average fish           PFAS   0 - 4
## 85        Muu tuonti      BAU   Male  Average fish           PFAS   0 - 4
## 86        Vapaa-ajan      BAU   Male  Average fish           PFAS   0 - 4
## 87           Silakka      BAU Female       Herring           PFAS   0 - 4
## 88           Silakka      BAU   Male       Herring           PFAS   0 - 4
## 89         Kirjolohi      BAU Female Rainbow trout           PFAS   0 - 4
## 90   Tuontikirjolohi      BAU Female Rainbow trout           PFAS   0 - 4
## 91         Kirjolohi      BAU   Male Rainbow trout           PFAS   0 - 4
## 92   Tuontikirjolohi      BAU   Male Rainbow trout           PFAS   0 - 4
## 93        Tuontilohi      BAU Female        Salmon           PFAS   0 - 4
## 94        Tuontilohi      BAU   Male        Salmon           PFAS   0 - 4
## 95        Kasvatettu      BAU Female     Whitefish           PFAS   0 - 4
## 96        Kasvatettu      BAU   Male     Whitefish           PFAS   0 - 4
## 97        Tuontilohi      BAU Female        Salmon            TEQ   0 - 4
## 98        Tuontilohi      BAU   Male        Salmon            TEQ   0 - 4
## 99        Kasvatettu      BAU Female     Whitefish            TEQ   0 - 4
## 100       Kasvatettu      BAU   Male     Whitefish            TEQ   0 - 4
## 101      Kaupallinen      BAU Female  Average fish      Vitamin D   0 - 4
## 102       Muu tuonti      BAU Female  Average fish      Vitamin D   0 - 4
## 103       Vapaa-ajan      BAU Female  Average fish      Vitamin D   0 - 4
## 104      Kaupallinen      BAU   Male  Average fish      Vitamin D   0 - 4
## 105       Muu tuonti      BAU   Male  Average fish      Vitamin D   0 - 4
## 106       Vapaa-ajan      BAU   Male  Average fish      Vitamin D   0 - 4
## 107          Silakka      BAU Female       Herring      Vitamin D   0 - 4
## 108          Silakka      BAU   Male       Herring      Vitamin D   0 - 4
## 109        Kirjolohi      BAU Female Rainbow trout      Vitamin D   0 - 4
## 110  Tuontikirjolohi      BAU Female Rainbow trout      Vitamin D   0 - 4
## 111        Kirjolohi      BAU   Male Rainbow trout      Vitamin D   0 - 4
## 112  Tuontikirjolohi      BAU   Male Rainbow trout      Vitamin D   0 - 4
## 113       Tuontilohi      BAU Female        Salmon      Vitamin D   0 - 4
## 114       Tuontilohi      BAU   Male        Salmon      Vitamin D   0 - 4
## 115       Kasvatettu      BAU Female     Whitefish      Vitamin D   0 - 4
## 116       Kasvatettu      BAU   Male     Whitefish      Vitamin D   0 - 4
## 117      Kaupallinen      BAU Female  Average fish            ALA   5 - 9
## 118       Muu tuonti      BAU Female  Average fish            ALA   5 - 9
## 119       Vapaa-ajan      BAU Female  Average fish            ALA   5 - 9
## 120      Kaupallinen      BAU   Male  Average fish            ALA   5 - 9
## 121       Muu tuonti      BAU   Male  Average fish            ALA   5 - 9
## 122       Vapaa-ajan      BAU   Male  Average fish            ALA   5 - 9
## 123          Silakka      BAU Female       Herring            ALA   5 - 9
## 124          Silakka      BAU   Male       Herring            ALA   5 - 9
## 125        Kirjolohi      BAU Female Rainbow trout            ALA   5 - 9
## 126  Tuontikirjolohi      BAU Female Rainbow trout            ALA   5 - 9
## 127        Kirjolohi      BAU   Male Rainbow trout            ALA   5 - 9
## 128  Tuontikirjolohi      BAU   Male Rainbow trout            ALA   5 - 9
## 129       Tuontilohi      BAU Female        Salmon            ALA   5 - 9
## 130       Tuontilohi      BAU   Male        Salmon            ALA   5 - 9
## 131       Kasvatettu      BAU Female     Whitefish            ALA   5 - 9
## 132       Kasvatettu      BAU   Male     Whitefish            ALA   5 - 9
## 133      Kaupallinen      BAU Female  Average fish            DHA   5 - 9
## 134       Muu tuonti      BAU Female  Average fish            DHA   5 - 9
## 135       Vapaa-ajan      BAU Female  Average fish            DHA   5 - 9
## 136      Kaupallinen      BAU   Male  Average fish            DHA   5 - 9
## 137       Muu tuonti      BAU   Male  Average fish            DHA   5 - 9
## 138       Vapaa-ajan      BAU   Male  Average fish            DHA   5 - 9
## 139          Silakka      BAU Female       Herring            DHA   5 - 9
## 140          Silakka      BAU   Male       Herring            DHA   5 - 9
## 141        Kirjolohi      BAU Female Rainbow trout            DHA   5 - 9
## 142  Tuontikirjolohi      BAU Female Rainbow trout            DHA   5 - 9
## 143        Kirjolohi      BAU   Male Rainbow trout            DHA   5 - 9
## 144  Tuontikirjolohi      BAU   Male Rainbow trout            DHA   5 - 9
## 145       Tuontilohi      BAU Female        Salmon            DHA   5 - 9
## 146       Tuontilohi      BAU   Male        Salmon            DHA   5 - 9
## 147       Kasvatettu      BAU Female     Whitefish            DHA   5 - 9
## 148       Kasvatettu      BAU   Male     Whitefish            DHA   5 - 9
## 149      Kaupallinen      BAU Female  Average fish           Fish   5 - 9
## 150       Muu tuonti      BAU Female  Average fish           Fish   5 - 9
## 151       Vapaa-ajan      BAU Female  Average fish           Fish   5 - 9
## 152      Kaupallinen      BAU   Male  Average fish           Fish   5 - 9
## 153       Muu tuonti      BAU   Male  Average fish           Fish   5 - 9
## 154       Vapaa-ajan      BAU   Male  Average fish           Fish   5 - 9
## 155          Silakka      BAU Female       Herring           Fish   5 - 9
## 156          Silakka      BAU   Male       Herring           Fish   5 - 9
## 157        Kirjolohi      BAU Female Rainbow trout           Fish   5 - 9
## 158  Tuontikirjolohi      BAU Female Rainbow trout           Fish   5 - 9
## 159        Kirjolohi      BAU   Male Rainbow trout           Fish   5 - 9
## 160  Tuontikirjolohi      BAU   Male Rainbow trout           Fish   5 - 9
## 161       Tuontilohi      BAU Female        Salmon           Fish   5 - 9
## 162       Tuontilohi      BAU   Male        Salmon           Fish   5 - 9
## 163       Kasvatettu      BAU Female     Whitefish           Fish   5 - 9
## 164       Kasvatettu      BAU   Male     Whitefish           Fish   5 - 9
## 165      Kaupallinen      BAU Female  Average fish           MeHg   5 - 9
## 166       Muu tuonti      BAU Female  Average fish           MeHg   5 - 9
## 167       Vapaa-ajan      BAU Female  Average fish           MeHg   5 - 9
## 168      Kaupallinen      BAU   Male  Average fish           MeHg   5 - 9
## 169       Muu tuonti      BAU   Male  Average fish           MeHg   5 - 9
## 170       Vapaa-ajan      BAU   Male  Average fish           MeHg   5 - 9
## 171          Silakka      BAU Female       Herring           MeHg   5 - 9
## 172          Silakka      BAU   Male       Herring           MeHg   5 - 9
## 173        Kirjolohi      BAU Female Rainbow trout           MeHg   5 - 9
## 174  Tuontikirjolohi      BAU Female Rainbow trout           MeHg   5 - 9
## 175        Kirjolohi      BAU   Male Rainbow trout           MeHg   5 - 9
## 176  Tuontikirjolohi      BAU   Male Rainbow trout           MeHg   5 - 9
## 177       Tuontilohi      BAU Female        Salmon           MeHg   5 - 9
## 178       Tuontilohi      BAU   Male        Salmon           MeHg   5 - 9
## 179       Kasvatettu      BAU Female     Whitefish           MeHg   5 - 9
## 180       Kasvatettu      BAU   Male     Whitefish           MeHg   5 - 9
## 181      Kaupallinen      BAU Female  Average fish         Omega3   5 - 9
## 182       Muu tuonti      BAU Female  Average fish         Omega3   5 - 9
## 183       Vapaa-ajan      BAU Female  Average fish         Omega3   5 - 9
## 184      Kaupallinen      BAU   Male  Average fish         Omega3   5 - 9
## 185       Muu tuonti      BAU   Male  Average fish         Omega3   5 - 9
## 186       Vapaa-ajan      BAU   Male  Average fish         Omega3   5 - 9
## 187          Silakka      BAU Female       Herring         Omega3   5 - 9
## 188          Silakka      BAU   Male       Herring         Omega3   5 - 9
## 189        Kirjolohi      BAU Female Rainbow trout         Omega3   5 - 9
## 190  Tuontikirjolohi      BAU Female Rainbow trout         Omega3   5 - 9
## 191        Kirjolohi      BAU   Male Rainbow trout         Omega3   5 - 9
## 192  Tuontikirjolohi      BAU   Male Rainbow trout         Omega3   5 - 9
## 193       Tuontilohi      BAU Female        Salmon         Omega3   5 - 9
## 194       Tuontilohi      BAU   Male        Salmon         Omega3   5 - 9
## 195       Kasvatettu      BAU Female     Whitefish         Omega3   5 - 9
## 196       Kasvatettu      BAU   Male     Whitefish         Omega3   5 - 9
## 197      Kaupallinen      BAU Female  Average fish           PFAS   5 - 9
## 198       Muu tuonti      BAU Female  Average fish           PFAS   5 - 9
## 199       Vapaa-ajan      BAU Female  Average fish           PFAS   5 - 9
## 200      Kaupallinen      BAU   Male  Average fish           PFAS   5 - 9
## 201       Muu tuonti      BAU   Male  Average fish           PFAS   5 - 9
## 202       Vapaa-ajan      BAU   Male  Average fish           PFAS   5 - 9
## 203          Silakka      BAU Female       Herring           PFAS   5 - 9
## 204          Silakka      BAU   Male       Herring           PFAS   5 - 9
## 205        Kirjolohi      BAU Female Rainbow trout           PFAS   5 - 9
## 206  Tuontikirjolohi      BAU Female Rainbow trout           PFAS   5 - 9
## 207        Kirjolohi      BAU   Male Rainbow trout           PFAS   5 - 9
## 208  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS   5 - 9
## 209       Tuontilohi      BAU Female        Salmon           PFAS   5 - 9
## 210       Tuontilohi      BAU   Male        Salmon           PFAS   5 - 9
## 211       Kasvatettu      BAU Female     Whitefish           PFAS   5 - 9
## 212       Kasvatettu      BAU   Male     Whitefish           PFAS   5 - 9
## 213       Tuontilohi      BAU Female        Salmon            TEQ   5 - 9
## 214       Tuontilohi      BAU   Male        Salmon            TEQ   5 - 9
## 215       Kasvatettu      BAU Female     Whitefish            TEQ   5 - 9
## 216       Kasvatettu      BAU   Male     Whitefish            TEQ   5 - 9
## 217      Kaupallinen      BAU Female  Average fish      Vitamin D   5 - 9
## 218       Muu tuonti      BAU Female  Average fish      Vitamin D   5 - 9
## 219       Vapaa-ajan      BAU Female  Average fish      Vitamin D   5 - 9
## 220      Kaupallinen      BAU   Male  Average fish      Vitamin D   5 - 9
## 221       Muu tuonti      BAU   Male  Average fish      Vitamin D   5 - 9
## 222       Vapaa-ajan      BAU   Male  Average fish      Vitamin D   5 - 9
## 223          Silakka      BAU Female       Herring      Vitamin D   5 - 9
## 224          Silakka      BAU   Male       Herring      Vitamin D   5 - 9
## 225        Kirjolohi      BAU Female Rainbow trout      Vitamin D   5 - 9
## 226  Tuontikirjolohi      BAU Female Rainbow trout      Vitamin D   5 - 9
## 227        Kirjolohi      BAU   Male Rainbow trout      Vitamin D   5 - 9
## 228  Tuontikirjolohi      BAU   Male Rainbow trout      Vitamin D   5 - 9
## 229       Tuontilohi      BAU Female        Salmon      Vitamin D   5 - 9
## 230       Tuontilohi      BAU   Male        Salmon      Vitamin D   5 - 9
## 231       Kasvatettu      BAU Female     Whitefish      Vitamin D   5 - 9
## 232       Kasvatettu      BAU   Male     Whitefish      Vitamin D   5 - 9
## 233      Kaupallinen      BAU Female  Average fish            ALA 10 - 14
## 234       Muu tuonti      BAU Female  Average fish            ALA 10 - 14
## 235       Vapaa-ajan      BAU Female  Average fish            ALA 10 - 14
## 236      Kaupallinen      BAU   Male  Average fish            ALA 10 - 14
## 237       Muu tuonti      BAU   Male  Average fish            ALA 10 - 14
## 238       Vapaa-ajan      BAU   Male  Average fish            ALA 10 - 14
## 239          Silakka      BAU Female       Herring            ALA 10 - 14
## 240          Silakka      BAU   Male       Herring            ALA 10 - 14
## 241        Kirjolohi      BAU Female Rainbow trout            ALA 10 - 14
## 242  Tuontikirjolohi      BAU Female Rainbow trout            ALA 10 - 14
## 243        Kirjolohi      BAU   Male Rainbow trout            ALA 10 - 14
## 244  Tuontikirjolohi      BAU   Male Rainbow trout            ALA 10 - 14
## 245       Tuontilohi      BAU Female        Salmon            ALA 10 - 14
## 246       Tuontilohi      BAU   Male        Salmon            ALA 10 - 14
## 247       Kasvatettu      BAU Female     Whitefish            ALA 10 - 14
## 248       Kasvatettu      BAU   Male     Whitefish            ALA 10 - 14
## 249      Kaupallinen      BAU Female  Average fish            DHA 10 - 14
## 250       Muu tuonti      BAU Female  Average fish            DHA 10 - 14
## 251       Vapaa-ajan      BAU Female  Average fish            DHA 10 - 14
## 252      Kaupallinen      BAU   Male  Average fish            DHA 10 - 14
## 253       Muu tuonti      BAU   Male  Average fish            DHA 10 - 14
## 254       Vapaa-ajan      BAU   Male  Average fish            DHA 10 - 14
## 255          Silakka      BAU Female       Herring            DHA 10 - 14
## 256          Silakka      BAU   Male       Herring            DHA 10 - 14
## 257        Kirjolohi      BAU Female Rainbow trout            DHA 10 - 14
## 258  Tuontikirjolohi      BAU Female Rainbow trout            DHA 10 - 14
## 259        Kirjolohi      BAU   Male Rainbow trout            DHA 10 - 14
## 260  Tuontikirjolohi      BAU   Male Rainbow trout            DHA 10 - 14
## 261       Tuontilohi      BAU Female        Salmon            DHA 10 - 14
## 262       Tuontilohi      BAU   Male        Salmon            DHA 10 - 14
## 263       Kasvatettu      BAU Female     Whitefish            DHA 10 - 14
## 264       Kasvatettu      BAU   Male     Whitefish            DHA 10 - 14
## 265      Kaupallinen      BAU Female  Average fish           Fish 10 - 14
## 266       Muu tuonti      BAU Female  Average fish           Fish 10 - 14
## 267       Vapaa-ajan      BAU Female  Average fish           Fish 10 - 14
## 268      Kaupallinen      BAU   Male  Average fish           Fish 10 - 14
## 269       Muu tuonti      BAU   Male  Average fish           Fish 10 - 14
## 270       Vapaa-ajan      BAU   Male  Average fish           Fish 10 - 14
## 271          Silakka      BAU Female       Herring           Fish 10 - 14
## 272          Silakka      BAU   Male       Herring           Fish 10 - 14
## 273        Kirjolohi      BAU Female Rainbow trout           Fish 10 - 14
## 274  Tuontikirjolohi      BAU Female Rainbow trout           Fish 10 - 14
## 275        Kirjolohi      BAU   Male Rainbow trout           Fish 10 - 14
## 276  Tuontikirjolohi      BAU   Male Rainbow trout           Fish 10 - 14
## 277       Tuontilohi      BAU Female        Salmon           Fish 10 - 14
## 278       Tuontilohi      BAU   Male        Salmon           Fish 10 - 14
## 279       Kasvatettu      BAU Female     Whitefish           Fish 10 - 14
## 280       Kasvatettu      BAU   Male     Whitefish           Fish 10 - 14
## 281      Kaupallinen      BAU Female  Average fish           MeHg 10 - 14
## 282       Muu tuonti      BAU Female  Average fish           MeHg 10 - 14
## 283       Vapaa-ajan      BAU Female  Average fish           MeHg 10 - 14
## 284      Kaupallinen      BAU   Male  Average fish           MeHg 10 - 14
## 285       Muu tuonti      BAU   Male  Average fish           MeHg 10 - 14
## 286       Vapaa-ajan      BAU   Male  Average fish           MeHg 10 - 14
## 287          Silakka      BAU Female       Herring           MeHg 10 - 14
## 288          Silakka      BAU   Male       Herring           MeHg 10 - 14
## 289        Kirjolohi      BAU Female Rainbow trout           MeHg 10 - 14
## 290  Tuontikirjolohi      BAU Female Rainbow trout           MeHg 10 - 14
## 291        Kirjolohi      BAU   Male Rainbow trout           MeHg 10 - 14
## 292  Tuontikirjolohi      BAU   Male Rainbow trout           MeHg 10 - 14
## 293       Tuontilohi      BAU Female        Salmon           MeHg 10 - 14
## 294       Tuontilohi      BAU   Male        Salmon           MeHg 10 - 14
## 295       Kasvatettu      BAU Female     Whitefish           MeHg 10 - 14
## 296       Kasvatettu      BAU   Male     Whitefish           MeHg 10 - 14
## 297      Kaupallinen      BAU Female  Average fish         Omega3 10 - 14
## 298       Muu tuonti      BAU Female  Average fish         Omega3 10 - 14
## 299       Vapaa-ajan      BAU Female  Average fish         Omega3 10 - 14
## 300      Kaupallinen      BAU   Male  Average fish         Omega3 10 - 14
## 301       Muu tuonti      BAU   Male  Average fish         Omega3 10 - 14
## 302       Vapaa-ajan      BAU   Male  Average fish         Omega3 10 - 14
## 303          Silakka      BAU Female       Herring         Omega3 10 - 14
## 304          Silakka      BAU   Male       Herring         Omega3 10 - 14
## 305        Kirjolohi      BAU Female Rainbow trout         Omega3 10 - 14
## 306  Tuontikirjolohi      BAU Female Rainbow trout         Omega3 10 - 14
## 307        Kirjolohi      BAU   Male Rainbow trout         Omega3 10 - 14
## 308  Tuontikirjolohi      BAU   Male Rainbow trout         Omega3 10 - 14
## 309       Tuontilohi      BAU Female        Salmon         Omega3 10 - 14
## 310       Tuontilohi      BAU   Male        Salmon         Omega3 10 - 14
## 311       Kasvatettu      BAU Female     Whitefish         Omega3 10 - 14
## 312       Kasvatettu      BAU   Male     Whitefish         Omega3 10 - 14
## 313      Kaupallinen      BAU Female  Average fish           PFAS 10 - 14
## 314       Muu tuonti      BAU Female  Average fish           PFAS 10 - 14
## 315       Vapaa-ajan      BAU Female  Average fish           PFAS 10 - 14
## 316      Kaupallinen      BAU   Male  Average fish           PFAS 10 - 14
## 317       Muu tuonti      BAU   Male  Average fish           PFAS 10 - 14
## 318       Vapaa-ajan      BAU   Male  Average fish           PFAS 10 - 14
## 319          Silakka      BAU Female       Herring           PFAS 10 - 14
## 320          Silakka      BAU   Male       Herring           PFAS 10 - 14
## 321        Kirjolohi      BAU Female Rainbow trout           PFAS 10 - 14
## 322  Tuontikirjolohi      BAU Female Rainbow trout           PFAS 10 - 14
## 323        Kirjolohi      BAU   Male Rainbow trout           PFAS 10 - 14
## 324  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 10 - 14
## 325       Tuontilohi      BAU Female        Salmon           PFAS 10 - 14
## 326       Tuontilohi      BAU   Male        Salmon           PFAS 10 - 14
## 327       Kasvatettu      BAU Female     Whitefish           PFAS 10 - 14
## 328       Kasvatettu      BAU   Male     Whitefish           PFAS 10 - 14
## 329       Tuontilohi      BAU Female        Salmon            TEQ 10 - 14
## 330       Tuontilohi      BAU   Male        Salmon            TEQ 10 - 14
## 331       Kasvatettu      BAU Female     Whitefish            TEQ 10 - 14
## 332       Kasvatettu      BAU   Male     Whitefish            TEQ 10 - 14
## 333      Kaupallinen      BAU Female  Average fish      Vitamin D 10 - 14
## 334       Muu tuonti      BAU Female  Average fish      Vitamin D 10 - 14
## 335       Vapaa-ajan      BAU Female  Average fish      Vitamin D 10 - 14
## 336      Kaupallinen      BAU   Male  Average fish      Vitamin D 10 - 14
## 337       Muu tuonti      BAU   Male  Average fish      Vitamin D 10 - 14
## 338       Vapaa-ajan      BAU   Male  Average fish      Vitamin D 10 - 14
## 339          Silakka      BAU Female       Herring      Vitamin D 10 - 14
## 340          Silakka      BAU   Male       Herring      Vitamin D 10 - 14
## 341        Kirjolohi      BAU Female Rainbow trout      Vitamin D 10 - 14
## 342  Tuontikirjolohi      BAU Female Rainbow trout      Vitamin D 10 - 14
## 343        Kirjolohi      BAU   Male Rainbow trout      Vitamin D 10 - 14
## 344  Tuontikirjolohi      BAU   Male Rainbow trout      Vitamin D 10 - 14
## 345       Tuontilohi      BAU Female        Salmon      Vitamin D 10 - 14
## 346       Tuontilohi      BAU   Male        Salmon      Vitamin D 10 - 14
## 347       Kasvatettu      BAU Female     Whitefish      Vitamin D 10 - 14
## 348       Kasvatettu      BAU   Male     Whitefish      Vitamin D 10 - 14
## 349      Kaupallinen      BAU Female  Average fish            ALA 15 - 19
## 350       Muu tuonti      BAU Female  Average fish            ALA 15 - 19
## 351       Vapaa-ajan      BAU Female  Average fish            ALA 15 - 19
## 352      Kaupallinen      BAU   Male  Average fish            ALA 15 - 19
## 353       Muu tuonti      BAU   Male  Average fish            ALA 15 - 19
## 354       Vapaa-ajan      BAU   Male  Average fish            ALA 15 - 19
## 355          Silakka      BAU Female       Herring            ALA 15 - 19
## 356          Silakka      BAU   Male       Herring            ALA 15 - 19
## 357        Kirjolohi      BAU Female Rainbow trout            ALA 15 - 19
## 358  Tuontikirjolohi      BAU Female Rainbow trout            ALA 15 - 19
## 359        Kirjolohi      BAU   Male Rainbow trout            ALA 15 - 19
## 360  Tuontikirjolohi      BAU   Male Rainbow trout            ALA 15 - 19
## 361       Tuontilohi      BAU Female        Salmon            ALA 15 - 19
## 362       Tuontilohi      BAU   Male        Salmon            ALA 15 - 19
## 363       Kasvatettu      BAU Female     Whitefish            ALA 15 - 19
## 364       Kasvatettu      BAU   Male     Whitefish            ALA 15 - 19
## 365      Kaupallinen      BAU Female  Average fish            DHA 15 - 19
## 366       Muu tuonti      BAU Female  Average fish            DHA 15 - 19
## 367       Vapaa-ajan      BAU Female  Average fish            DHA 15 - 19
## 368      Kaupallinen      BAU   Male  Average fish            DHA 15 - 19
## 369       Muu tuonti      BAU   Male  Average fish            DHA 15 - 19
## 370       Vapaa-ajan      BAU   Male  Average fish            DHA 15 - 19
## 371          Silakka      BAU Female       Herring            DHA 15 - 19
## 372          Silakka      BAU   Male       Herring            DHA 15 - 19
## 373        Kirjolohi      BAU Female Rainbow trout            DHA 15 - 19
## 374  Tuontikirjolohi      BAU Female Rainbow trout            DHA 15 - 19
## 375        Kirjolohi      BAU   Male Rainbow trout            DHA 15 - 19
## 376  Tuontikirjolohi      BAU   Male Rainbow trout            DHA 15 - 19
## 377       Tuontilohi      BAU Female        Salmon            DHA 15 - 19
## 378       Tuontilohi      BAU   Male        Salmon            DHA 15 - 19
## 379       Kasvatettu      BAU Female     Whitefish            DHA 15 - 19
## 380       Kasvatettu      BAU   Male     Whitefish            DHA 15 - 19
## 381      Kaupallinen      BAU Female  Average fish           Fish 15 - 19
## 382       Muu tuonti      BAU Female  Average fish           Fish 15 - 19
## 383       Vapaa-ajan      BAU Female  Average fish           Fish 15 - 19
## 384      Kaupallinen      BAU   Male  Average fish           Fish 15 - 19
## 385       Muu tuonti      BAU   Male  Average fish           Fish 15 - 19
## 386       Vapaa-ajan      BAU   Male  Average fish           Fish 15 - 19
## 387          Silakka      BAU Female       Herring           Fish 15 - 19
## 388          Silakka      BAU   Male       Herring           Fish 15 - 19
## 389        Kirjolohi      BAU Female Rainbow trout           Fish 15 - 19
## 390  Tuontikirjolohi      BAU Female Rainbow trout           Fish 15 - 19
## 391        Kirjolohi      BAU   Male Rainbow trout           Fish 15 - 19
## 392  Tuontikirjolohi      BAU   Male Rainbow trout           Fish 15 - 19
## 393       Tuontilohi      BAU Female        Salmon           Fish 15 - 19
## 394       Tuontilohi      BAU   Male        Salmon           Fish 15 - 19
## 395       Kasvatettu      BAU Female     Whitefish           Fish 15 - 19
## 396       Kasvatettu      BAU   Male     Whitefish           Fish 15 - 19
## 397      Kaupallinen      BAU Female  Average fish           MeHg 15 - 19
## 398       Muu tuonti      BAU Female  Average fish           MeHg 15 - 19
## 399       Vapaa-ajan      BAU Female  Average fish           MeHg 15 - 19
## 400      Kaupallinen      BAU   Male  Average fish           MeHg 15 - 19
## 401       Muu tuonti      BAU   Male  Average fish           MeHg 15 - 19
## 402       Vapaa-ajan      BAU   Male  Average fish           MeHg 15 - 19
## 403          Silakka      BAU Female       Herring           MeHg 15 - 19
## 404          Silakka      BAU   Male       Herring           MeHg 15 - 19
## 405        Kirjolohi      BAU Female Rainbow trout           MeHg 15 - 19
## 406  Tuontikirjolohi      BAU Female Rainbow trout           MeHg 15 - 19
## 407        Kirjolohi      BAU   Male Rainbow trout           MeHg 15 - 19
## 408  Tuontikirjolohi      BAU   Male Rainbow trout           MeHg 15 - 19
## 409       Tuontilohi      BAU Female        Salmon           MeHg 15 - 19
## 410       Tuontilohi      BAU   Male        Salmon           MeHg 15 - 19
## 411       Kasvatettu      BAU Female     Whitefish           MeHg 15 - 19
## 412       Kasvatettu      BAU   Male     Whitefish           MeHg 15 - 19
## 413      Kaupallinen      BAU Female  Average fish         Omega3 15 - 19
## 414       Muu tuonti      BAU Female  Average fish         Omega3 15 - 19
## 415       Vapaa-ajan      BAU Female  Average fish         Omega3 15 - 19
## 416      Kaupallinen      BAU   Male  Average fish         Omega3 15 - 19
## 417       Muu tuonti      BAU   Male  Average fish         Omega3 15 - 19
## 418       Vapaa-ajan      BAU   Male  Average fish         Omega3 15 - 19
## 419          Silakka      BAU Female       Herring         Omega3 15 - 19
## 420          Silakka      BAU   Male       Herring         Omega3 15 - 19
## 421        Kirjolohi      BAU Female Rainbow trout         Omega3 15 - 19
## 422  Tuontikirjolohi      BAU Female Rainbow trout         Omega3 15 - 19
## 423        Kirjolohi      BAU   Male Rainbow trout         Omega3 15 - 19
## 424  Tuontikirjolohi      BAU   Male Rainbow trout         Omega3 15 - 19
## 425       Tuontilohi      BAU Female        Salmon         Omega3 15 - 19
## 426       Tuontilohi      BAU   Male        Salmon         Omega3 15 - 19
## 427       Kasvatettu      BAU Female     Whitefish         Omega3 15 - 19
## 428       Kasvatettu      BAU   Male     Whitefish         Omega3 15 - 19
## 429      Kaupallinen      BAU Female  Average fish           PFAS 15 - 19
## 430       Muu tuonti      BAU Female  Average fish           PFAS 15 - 19
## 431       Vapaa-ajan      BAU Female  Average fish           PFAS 15 - 19
## 432      Kaupallinen      BAU   Male  Average fish           PFAS 15 - 19
## 433       Muu tuonti      BAU   Male  Average fish           PFAS 15 - 19
## 434       Vapaa-ajan      BAU   Male  Average fish           PFAS 15 - 19
## 435          Silakka      BAU Female       Herring           PFAS 15 - 19
## 436          Silakka      BAU   Male       Herring           PFAS 15 - 19
## 437        Kirjolohi      BAU Female Rainbow trout           PFAS 15 - 19
## 438  Tuontikirjolohi      BAU Female Rainbow trout           PFAS 15 - 19
## 439        Kirjolohi      BAU   Male Rainbow trout           PFAS 15 - 19
## 440  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 15 - 19
## 441       Tuontilohi      BAU Female        Salmon           PFAS 15 - 19
## 442       Tuontilohi      BAU   Male        Salmon           PFAS 15 - 19
## 443       Kasvatettu      BAU Female     Whitefish           PFAS 15 - 19
## 444       Kasvatettu      BAU   Male     Whitefish           PFAS 15 - 19
## 445       Tuontilohi      BAU Female        Salmon            TEQ 15 - 19
## 446       Tuontilohi      BAU   Male        Salmon            TEQ 15 - 19
## 447       Kasvatettu      BAU Female     Whitefish            TEQ 15 - 19
## 448       Kasvatettu      BAU   Male     Whitefish            TEQ 15 - 19
## 449      Kaupallinen      BAU Female  Average fish      Vitamin D 15 - 19
## 450       Muu tuonti      BAU Female  Average fish      Vitamin D 15 - 19
## 451       Vapaa-ajan      BAU Female  Average fish      Vitamin D 15 - 19
## 452      Kaupallinen      BAU   Male  Average fish      Vitamin D 15 - 19
## 453       Muu tuonti      BAU   Male  Average fish      Vitamin D 15 - 19
## 454       Vapaa-ajan      BAU   Male  Average fish      Vitamin D 15 - 19
## 455          Silakka      BAU Female       Herring      Vitamin D 15 - 19
## 456          Silakka      BAU   Male       Herring      Vitamin D 15 - 19
## 457        Kirjolohi      BAU Female Rainbow trout      Vitamin D 15 - 19
## 458  Tuontikirjolohi      BAU Female Rainbow trout      Vitamin D 15 - 19
## 459        Kirjolohi      BAU   Male Rainbow trout      Vitamin D 15 - 19
## 460  Tuontikirjolohi      BAU   Male Rainbow trout      Vitamin D 15 - 19
## 461       Tuontilohi      BAU Female        Salmon      Vitamin D 15 - 19
## 462       Tuontilohi      BAU   Male        Salmon      Vitamin D 15 - 19
## 463       Kasvatettu      BAU Female     Whitefish      Vitamin D 15 - 19
## 464       Kasvatettu      BAU   Male     Whitefish      Vitamin D 15 - 19
## 465      Kaupallinen      BAU Female  Average fish            ALA 20 - 24
## 466       Muu tuonti      BAU Female  Average fish            ALA 20 - 24
## 467       Vapaa-ajan      BAU Female  Average fish            ALA 20 - 24
## 468      Kaupallinen      BAU   Male  Average fish            ALA 20 - 24
## 469       Muu tuonti      BAU   Male  Average fish            ALA 20 - 24
## 470       Vapaa-ajan      BAU   Male  Average fish            ALA 20 - 24
## 471          Silakka      BAU Female       Herring            ALA 20 - 24
## 472          Silakka      BAU   Male       Herring            ALA 20 - 24
## 473        Kirjolohi      BAU Female Rainbow trout            ALA 20 - 24
## 474  Tuontikirjolohi      BAU Female Rainbow trout            ALA 20 - 24
## 475        Kirjolohi      BAU   Male Rainbow trout            ALA 20 - 24
## 476  Tuontikirjolohi      BAU   Male Rainbow trout            ALA 20 - 24
## 477       Tuontilohi      BAU Female        Salmon            ALA 20 - 24
## 478       Tuontilohi      BAU   Male        Salmon            ALA 20 - 24
## 479       Kasvatettu      BAU Female     Whitefish            ALA 20 - 24
## 480       Kasvatettu      BAU   Male     Whitefish            ALA 20 - 24
## 481      Kaupallinen      BAU Female  Average fish            DHA 20 - 24
## 482       Muu tuonti      BAU Female  Average fish            DHA 20 - 24
## 483       Vapaa-ajan      BAU Female  Average fish            DHA 20 - 24
## 484      Kaupallinen      BAU   Male  Average fish            DHA 20 - 24
## 485       Muu tuonti      BAU   Male  Average fish            DHA 20 - 24
## 486       Vapaa-ajan      BAU   Male  Average fish            DHA 20 - 24
## 487          Silakka      BAU Female       Herring            DHA 20 - 24
## 488          Silakka      BAU   Male       Herring            DHA 20 - 24
## 489        Kirjolohi      BAU Female Rainbow trout            DHA 20 - 24
## 490  Tuontikirjolohi      BAU Female Rainbow trout            DHA 20 - 24
## 491        Kirjolohi      BAU   Male Rainbow trout            DHA 20 - 24
## 492  Tuontikirjolohi      BAU   Male Rainbow trout            DHA 20 - 24
## 493       Tuontilohi      BAU Female        Salmon            DHA 20 - 24
## 494       Tuontilohi      BAU   Male        Salmon            DHA 20 - 24
## 495       Kasvatettu      BAU Female     Whitefish            DHA 20 - 24
## 496       Kasvatettu      BAU   Male     Whitefish            DHA 20 - 24
## 497      Kaupallinen      BAU Female  Average fish           Fish 20 - 24
## 498       Muu tuonti      BAU Female  Average fish           Fish 20 - 24
## 499       Vapaa-ajan      BAU Female  Average fish           Fish 20 - 24
## 500      Kaupallinen      BAU   Male  Average fish           Fish 20 - 24
## 501       Muu tuonti      BAU   Male  Average fish           Fish 20 - 24
## 502       Vapaa-ajan      BAU   Male  Average fish           Fish 20 - 24
## 503          Silakka      BAU Female       Herring           Fish 20 - 24
## 504          Silakka      BAU   Male       Herring           Fish 20 - 24
## 505        Kirjolohi      BAU Female Rainbow trout           Fish 20 - 24
## 506  Tuontikirjolohi      BAU Female Rainbow trout           Fish 20 - 24
## 507        Kirjolohi      BAU   Male Rainbow trout           Fish 20 - 24
## 508  Tuontikirjolohi      BAU   Male Rainbow trout           Fish 20 - 24
## 509       Tuontilohi      BAU Female        Salmon           Fish 20 - 24
## 510       Tuontilohi      BAU   Male        Salmon           Fish 20 - 24
## 511       Kasvatettu      BAU Female     Whitefish           Fish 20 - 24
## 512       Kasvatettu      BAU   Male     Whitefish           Fish 20 - 24
## 513      Kaupallinen      BAU Female  Average fish           MeHg 20 - 24
## 514       Muu tuonti      BAU Female  Average fish           MeHg 20 - 24
## 515       Vapaa-ajan      BAU Female  Average fish           MeHg 20 - 24
## 516      Kaupallinen      BAU   Male  Average fish           MeHg 20 - 24
## 517       Muu tuonti      BAU   Male  Average fish           MeHg 20 - 24
## 518       Vapaa-ajan      BAU   Male  Average fish           MeHg 20 - 24
## 519          Silakka      BAU Female       Herring           MeHg 20 - 24
## 520          Silakka      BAU   Male       Herring           MeHg 20 - 24
## 521        Kirjolohi      BAU Female Rainbow trout           MeHg 20 - 24
## 522  Tuontikirjolohi      BAU Female Rainbow trout           MeHg 20 - 24
## 523        Kirjolohi      BAU   Male Rainbow trout           MeHg 20 - 24
## 524  Tuontikirjolohi      BAU   Male Rainbow trout           MeHg 20 - 24
## 525       Tuontilohi      BAU Female        Salmon           MeHg 20 - 24
## 526       Tuontilohi      BAU   Male        Salmon           MeHg 20 - 24
## 527       Kasvatettu      BAU Female     Whitefish           MeHg 20 - 24
## 528       Kasvatettu      BAU   Male     Whitefish           MeHg 20 - 24
## 529      Kaupallinen      BAU Female  Average fish         Omega3 20 - 24
## 530       Muu tuonti      BAU Female  Average fish         Omega3 20 - 24
## 531       Vapaa-ajan      BAU Female  Average fish         Omega3 20 - 24
## 532      Kaupallinen      BAU   Male  Average fish         Omega3 20 - 24
## 533       Muu tuonti      BAU   Male  Average fish         Omega3 20 - 24
## 534       Vapaa-ajan      BAU   Male  Average fish         Omega3 20 - 24
## 535          Silakka      BAU Female       Herring         Omega3 20 - 24
## 536          Silakka      BAU   Male       Herring         Omega3 20 - 24
## 537        Kirjolohi      BAU Female Rainbow trout         Omega3 20 - 24
## 538  Tuontikirjolohi      BAU Female Rainbow trout         Omega3 20 - 24
## 539        Kirjolohi      BAU   Male Rainbow trout         Omega3 20 - 24
## 540  Tuontikirjolohi      BAU   Male Rainbow trout         Omega3 20 - 24
## 541       Tuontilohi      BAU Female        Salmon         Omega3 20 - 24
## 542       Tuontilohi      BAU   Male        Salmon         Omega3 20 - 24
## 543       Kasvatettu      BAU Female     Whitefish         Omega3 20 - 24
## 544       Kasvatettu      BAU   Male     Whitefish         Omega3 20 - 24
## 545      Kaupallinen      BAU Female  Average fish           PFAS 20 - 24
## 546       Muu tuonti      BAU Female  Average fish           PFAS 20 - 24
## 547       Vapaa-ajan      BAU Female  Average fish           PFAS 20 - 24
## 548      Kaupallinen      BAU   Male  Average fish           PFAS 20 - 24
## 549       Muu tuonti      BAU   Male  Average fish           PFAS 20 - 24
## 550       Vapaa-ajan      BAU   Male  Average fish           PFAS 20 - 24
## 551          Silakka      BAU Female       Herring           PFAS 20 - 24
## 552          Silakka      BAU   Male       Herring           PFAS 20 - 24
## 553        Kirjolohi      BAU Female Rainbow trout           PFAS 20 - 24
## 554  Tuontikirjolohi      BAU Female Rainbow trout           PFAS 20 - 24
## 555        Kirjolohi      BAU   Male Rainbow trout           PFAS 20 - 24
## 556  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 20 - 24
## 557       Tuontilohi      BAU Female        Salmon           PFAS 20 - 24
## 558       Tuontilohi      BAU   Male        Salmon           PFAS 20 - 24
## 559       Kasvatettu      BAU Female     Whitefish           PFAS 20 - 24
## 560       Kasvatettu      BAU   Male     Whitefish           PFAS 20 - 24
## 561       Tuontilohi      BAU Female        Salmon            TEQ 20 - 24
## 562       Tuontilohi      BAU   Male        Salmon            TEQ 20 - 24
## 563       Kasvatettu      BAU Female     Whitefish            TEQ 20 - 24
## 564       Kasvatettu      BAU   Male     Whitefish            TEQ 20 - 24
## 565      Kaupallinen      BAU Female  Average fish      Vitamin D 20 - 24
## 566       Muu tuonti      BAU Female  Average fish      Vitamin D 20 - 24
## 567       Vapaa-ajan      BAU Female  Average fish      Vitamin D 20 - 24
## 568      Kaupallinen      BAU   Male  Average fish      Vitamin D 20 - 24
## 569       Muu tuonti      BAU   Male  Average fish      Vitamin D 20 - 24
## 570       Vapaa-ajan      BAU   Male  Average fish      Vitamin D 20 - 24
## 571          Silakka      BAU Female       Herring      Vitamin D 20 - 24
## 572          Silakka      BAU   Male       Herring      Vitamin D 20 - 24
## 573        Kirjolohi      BAU Female Rainbow trout      Vitamin D 20 - 24
## 574  Tuontikirjolohi      BAU Female Rainbow trout      Vitamin D 20 - 24
## 575        Kirjolohi      BAU   Male Rainbow trout      Vitamin D 20 - 24
## 576  Tuontikirjolohi      BAU   Male Rainbow trout      Vitamin D 20 - 24
## 577       Tuontilohi      BAU Female        Salmon      Vitamin D 20 - 24
## 578       Tuontilohi      BAU   Male        Salmon      Vitamin D 20 - 24
## 579       Kasvatettu      BAU Female     Whitefish      Vitamin D 20 - 24
## 580       Kasvatettu      BAU   Male     Whitefish      Vitamin D 20 - 24
## 581      Kaupallinen      BAU Female  Average fish            ALA 25 - 29
## 582       Muu tuonti      BAU Female  Average fish            ALA 25 - 29
## 583       Vapaa-ajan      BAU Female  Average fish            ALA 25 - 29
## 584      Kaupallinen      BAU   Male  Average fish            ALA 25 - 29
## 585       Muu tuonti      BAU   Male  Average fish            ALA 25 - 29
## 586       Vapaa-ajan      BAU   Male  Average fish            ALA 25 - 29
## 587          Silakka      BAU Female       Herring            ALA 25 - 29
## 588          Silakka      BAU   Male       Herring            ALA 25 - 29
## 589        Kirjolohi      BAU Female Rainbow trout            ALA 25 - 29
## 590  Tuontikirjolohi      BAU Female Rainbow trout            ALA 25 - 29
## 591        Kirjolohi      BAU   Male Rainbow trout            ALA 25 - 29
## 592  Tuontikirjolohi      BAU   Male Rainbow trout            ALA 25 - 29
## 593       Tuontilohi      BAU Female        Salmon            ALA 25 - 29
## 594       Tuontilohi      BAU   Male        Salmon            ALA 25 - 29
## 595       Kasvatettu      BAU Female     Whitefish            ALA 25 - 29
## 596       Kasvatettu      BAU   Male     Whitefish            ALA 25 - 29
## 597      Kaupallinen      BAU Female  Average fish            DHA 25 - 29
## 598       Muu tuonti      BAU Female  Average fish            DHA 25 - 29
## 599       Vapaa-ajan      BAU Female  Average fish            DHA 25 - 29
## 600      Kaupallinen      BAU   Male  Average fish            DHA 25 - 29
## 601       Muu tuonti      BAU   Male  Average fish            DHA 25 - 29
## 602       Vapaa-ajan      BAU   Male  Average fish            DHA 25 - 29
## 603          Silakka      BAU Female       Herring            DHA 25 - 29
## 604          Silakka      BAU   Male       Herring            DHA 25 - 29
## 605        Kirjolohi      BAU Female Rainbow trout            DHA 25 - 29
## 606  Tuontikirjolohi      BAU Female Rainbow trout            DHA 25 - 29
## 607        Kirjolohi      BAU   Male Rainbow trout            DHA 25 - 29
## 608  Tuontikirjolohi      BAU   Male Rainbow trout            DHA 25 - 29
## 609       Tuontilohi      BAU Female        Salmon            DHA 25 - 29
## 610       Tuontilohi      BAU   Male        Salmon            DHA 25 - 29
## 611       Kasvatettu      BAU Female     Whitefish            DHA 25 - 29
## 612       Kasvatettu      BAU   Male     Whitefish            DHA 25 - 29
## 613      Kaupallinen      BAU Female  Average fish           Fish 25 - 29
## 614       Muu tuonti      BAU Female  Average fish           Fish 25 - 29
## 615       Vapaa-ajan      BAU Female  Average fish           Fish 25 - 29
## 616      Kaupallinen      BAU   Male  Average fish           Fish 25 - 29
## 617       Muu tuonti      BAU   Male  Average fish           Fish 25 - 29
## 618       Vapaa-ajan      BAU   Male  Average fish           Fish 25 - 29
## 619          Silakka      BAU Female       Herring           Fish 25 - 29
## 620          Silakka      BAU   Male       Herring           Fish 25 - 29
## 621        Kirjolohi      BAU Female Rainbow trout           Fish 25 - 29
## 622  Tuontikirjolohi      BAU Female Rainbow trout           Fish 25 - 29
## 623        Kirjolohi      BAU   Male Rainbow trout           Fish 25 - 29
## 624  Tuontikirjolohi      BAU   Male Rainbow trout           Fish 25 - 29
## 625       Tuontilohi      BAU Female        Salmon           Fish 25 - 29
## 626       Tuontilohi      BAU   Male        Salmon           Fish 25 - 29
## 627       Kasvatettu      BAU Female     Whitefish           Fish 25 - 29
## 628       Kasvatettu      BAU   Male     Whitefish           Fish 25 - 29
## 629      Kaupallinen      BAU Female  Average fish           MeHg 25 - 29
## 630       Muu tuonti      BAU Female  Average fish           MeHg 25 - 29
## 631       Vapaa-ajan      BAU Female  Average fish           MeHg 25 - 29
## 632      Kaupallinen      BAU   Male  Average fish           MeHg 25 - 29
## 633       Muu tuonti      BAU   Male  Average fish           MeHg 25 - 29
## 634       Vapaa-ajan      BAU   Male  Average fish           MeHg 25 - 29
## 635          Silakka      BAU Female       Herring           MeHg 25 - 29
## 636          Silakka      BAU   Male       Herring           MeHg 25 - 29
## 637        Kirjolohi      BAU Female Rainbow trout           MeHg 25 - 29
## 638  Tuontikirjolohi      BAU Female Rainbow trout           MeHg 25 - 29
## 639        Kirjolohi      BAU   Male Rainbow trout           MeHg 25 - 29
## 640  Tuontikirjolohi      BAU   Male Rainbow trout           MeHg 25 - 29
## 641       Tuontilohi      BAU Female        Salmon           MeHg 25 - 29
## 642       Tuontilohi      BAU   Male        Salmon           MeHg 25 - 29
## 643       Kasvatettu      BAU Female     Whitefish           MeHg 25 - 29
## 644       Kasvatettu      BAU   Male     Whitefish           MeHg 25 - 29
## 645      Kaupallinen      BAU Female  Average fish         Omega3 25 - 29
## 646       Muu tuonti      BAU Female  Average fish         Omega3 25 - 29
## 647       Vapaa-ajan      BAU Female  Average fish         Omega3 25 - 29
## 648      Kaupallinen      BAU   Male  Average fish         Omega3 25 - 29
## 649       Muu tuonti      BAU   Male  Average fish         Omega3 25 - 29
## 650       Vapaa-ajan      BAU   Male  Average fish         Omega3 25 - 29
## 651          Silakka      BAU Female       Herring         Omega3 25 - 29
## 652          Silakka      BAU   Male       Herring         Omega3 25 - 29
## 653        Kirjolohi      BAU Female Rainbow trout         Omega3 25 - 29
## 654  Tuontikirjolohi      BAU Female Rainbow trout         Omega3 25 - 29
## 655        Kirjolohi      BAU   Male Rainbow trout         Omega3 25 - 29
## 656  Tuontikirjolohi      BAU   Male Rainbow trout         Omega3 25 - 29
## 657       Tuontilohi      BAU Female        Salmon         Omega3 25 - 29
## 658       Tuontilohi      BAU   Male        Salmon         Omega3 25 - 29
## 659       Kasvatettu      BAU Female     Whitefish         Omega3 25 - 29
## 660       Kasvatettu      BAU   Male     Whitefish         Omega3 25 - 29
## 661      Kaupallinen      BAU Female  Average fish           PFAS 25 - 29
## 662       Muu tuonti      BAU Female  Average fish           PFAS 25 - 29
## 663       Vapaa-ajan      BAU Female  Average fish           PFAS 25 - 29
## 664      Kaupallinen      BAU   Male  Average fish           PFAS 25 - 29
## 665       Muu tuonti      BAU   Male  Average fish           PFAS 25 - 29
## 666       Vapaa-ajan      BAU   Male  Average fish           PFAS 25 - 29
## 667          Silakka      BAU Female       Herring           PFAS 25 - 29
## 668          Silakka      BAU   Male       Herring           PFAS 25 - 29
## 669        Kirjolohi      BAU Female Rainbow trout           PFAS 25 - 29
## 670  Tuontikirjolohi      BAU Female Rainbow trout           PFAS 25 - 29
## 671        Kirjolohi      BAU   Male Rainbow trout           PFAS 25 - 29
## 672  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 25 - 29
## 673       Tuontilohi      BAU Female        Salmon           PFAS 25 - 29
## 674       Tuontilohi      BAU   Male        Salmon           PFAS 25 - 29
## 675       Kasvatettu      BAU Female     Whitefish           PFAS 25 - 29
## 676       Kasvatettu      BAU   Male     Whitefish           PFAS 25 - 29
## 677       Tuontilohi      BAU Female        Salmon            TEQ 25 - 29
## 678       Tuontilohi      BAU   Male        Salmon            TEQ 25 - 29
## 679       Kasvatettu      BAU Female     Whitefish            TEQ 25 - 29
## 680       Kasvatettu      BAU   Male     Whitefish            TEQ 25 - 29
## 681      Kaupallinen      BAU Female  Average fish      Vitamin D 25 - 29
## 682       Muu tuonti      BAU Female  Average fish      Vitamin D 25 - 29
## 683       Vapaa-ajan      BAU Female  Average fish      Vitamin D 25 - 29
## 684      Kaupallinen      BAU   Male  Average fish      Vitamin D 25 - 29
## 685       Muu tuonti      BAU   Male  Average fish      Vitamin D 25 - 29
## 686       Vapaa-ajan      BAU   Male  Average fish      Vitamin D 25 - 29
## 687          Silakka      BAU Female       Herring      Vitamin D 25 - 29
## 688          Silakka      BAU   Male       Herring      Vitamin D 25 - 29
## 689        Kirjolohi      BAU Female Rainbow trout      Vitamin D 25 - 29
## 690  Tuontikirjolohi      BAU Female Rainbow trout      Vitamin D 25 - 29
## 691        Kirjolohi      BAU   Male Rainbow trout      Vitamin D 25 - 29
## 692  Tuontikirjolohi      BAU   Male Rainbow trout      Vitamin D 25 - 29
## 693       Tuontilohi      BAU Female        Salmon      Vitamin D 25 - 29
## 694       Tuontilohi      BAU   Male        Salmon      Vitamin D 25 - 29
## 695       Kasvatettu      BAU Female     Whitefish      Vitamin D 25 - 29
## 696       Kasvatettu      BAU   Male     Whitefish      Vitamin D 25 - 29
## 697      Kaupallinen      BAU Female  Average fish            ALA 30 - 34
## 698       Muu tuonti      BAU Female  Average fish            ALA 30 - 34
## 699       Vapaa-ajan      BAU Female  Average fish            ALA 30 - 34
## 700      Kaupallinen      BAU   Male  Average fish            ALA 30 - 34
## 701       Muu tuonti      BAU   Male  Average fish            ALA 30 - 34
## 702       Vapaa-ajan      BAU   Male  Average fish            ALA 30 - 34
## 703          Silakka      BAU Female       Herring            ALA 30 - 34
## 704          Silakka      BAU   Male       Herring            ALA 30 - 34
## 705        Kirjolohi      BAU Female Rainbow trout            ALA 30 - 34
## 706  Tuontikirjolohi      BAU Female Rainbow trout            ALA 30 - 34
## 707        Kirjolohi      BAU   Male Rainbow trout            ALA 30 - 34
## 708  Tuontikirjolohi      BAU   Male Rainbow trout            ALA 30 - 34
## 709       Tuontilohi      BAU Female        Salmon            ALA 30 - 34
## 710       Tuontilohi      BAU   Male        Salmon            ALA 30 - 34
## 711       Kasvatettu      BAU Female     Whitefish            ALA 30 - 34
## 712       Kasvatettu      BAU   Male     Whitefish            ALA 30 - 34
## 713      Kaupallinen      BAU Female  Average fish            DHA 30 - 34
## 714       Muu tuonti      BAU Female  Average fish            DHA 30 - 34
## 715       Vapaa-ajan      BAU Female  Average fish            DHA 30 - 34
## 716      Kaupallinen      BAU   Male  Average fish            DHA 30 - 34
## 717       Muu tuonti      BAU   Male  Average fish            DHA 30 - 34
## 718       Vapaa-ajan      BAU   Male  Average fish            DHA 30 - 34
## 719          Silakka      BAU Female       Herring            DHA 30 - 34
## 720          Silakka      BAU   Male       Herring            DHA 30 - 34
## 721        Kirjolohi      BAU Female Rainbow trout            DHA 30 - 34
## 722  Tuontikirjolohi      BAU Female Rainbow trout            DHA 30 - 34
## 723        Kirjolohi      BAU   Male Rainbow trout            DHA 30 - 34
## 724  Tuontikirjolohi      BAU   Male Rainbow trout            DHA 30 - 34
## 725       Tuontilohi      BAU Female        Salmon            DHA 30 - 34
## 726       Tuontilohi      BAU   Male        Salmon            DHA 30 - 34
## 727       Kasvatettu      BAU Female     Whitefish            DHA 30 - 34
## 728       Kasvatettu      BAU   Male     Whitefish            DHA 30 - 34
## 729      Kaupallinen      BAU Female  Average fish           Fish 30 - 34
## 730       Muu tuonti      BAU Female  Average fish           Fish 30 - 34
## 731       Vapaa-ajan      BAU Female  Average fish           Fish 30 - 34
## 732      Kaupallinen      BAU   Male  Average fish           Fish 30 - 34
## 733       Muu tuonti      BAU   Male  Average fish           Fish 30 - 34
## 734       Vapaa-ajan      BAU   Male  Average fish           Fish 30 - 34
## 735          Silakka      BAU Female       Herring           Fish 30 - 34
## 736          Silakka      BAU   Male       Herring           Fish 30 - 34
## 737        Kirjolohi      BAU Female Rainbow trout           Fish 30 - 34
## 738  Tuontikirjolohi      BAU Female Rainbow trout           Fish 30 - 34
## 739        Kirjolohi      BAU   Male Rainbow trout           Fish 30 - 34
## 740  Tuontikirjolohi      BAU   Male Rainbow trout           Fish 30 - 34
## 741       Tuontilohi      BAU Female        Salmon           Fish 30 - 34
## 742       Tuontilohi      BAU   Male        Salmon           Fish 30 - 34
## 743       Kasvatettu      BAU Female     Whitefish           Fish 30 - 34
## 744       Kasvatettu      BAU   Male     Whitefish           Fish 30 - 34
## 745      Kaupallinen      BAU Female  Average fish           MeHg 30 - 34
## 746       Muu tuonti      BAU Female  Average fish           MeHg 30 - 34
## 747       Vapaa-ajan      BAU Female  Average fish           MeHg 30 - 34
## 748      Kaupallinen      BAU   Male  Average fish           MeHg 30 - 34
## 749       Muu tuonti      BAU   Male  Average fish           MeHg 30 - 34
## 750       Vapaa-ajan      BAU   Male  Average fish           MeHg 30 - 34
## 751          Silakka      BAU Female       Herring           MeHg 30 - 34
## 752          Silakka      BAU   Male       Herring           MeHg 30 - 34
## 753        Kirjolohi      BAU Female Rainbow trout           MeHg 30 - 34
## 754  Tuontikirjolohi      BAU Female Rainbow trout           MeHg 30 - 34
## 755        Kirjolohi      BAU   Male Rainbow trout           MeHg 30 - 34
## 756  Tuontikirjolohi      BAU   Male Rainbow trout           MeHg 30 - 34
## 757       Tuontilohi      BAU Female        Salmon           MeHg 30 - 34
## 758       Tuontilohi      BAU   Male        Salmon           MeHg 30 - 34
## 759       Kasvatettu      BAU Female     Whitefish           MeHg 30 - 34
## 760       Kasvatettu      BAU   Male     Whitefish           MeHg 30 - 34
## 761      Kaupallinen      BAU Female  Average fish         Omega3 30 - 34
## 762       Muu tuonti      BAU Female  Average fish         Omega3 30 - 34
## 763       Vapaa-ajan      BAU Female  Average fish         Omega3 30 - 34
## 764      Kaupallinen      BAU   Male  Average fish         Omega3 30 - 34
## 765       Muu tuonti      BAU   Male  Average fish         Omega3 30 - 34
## 766       Vapaa-ajan      BAU   Male  Average fish         Omega3 30 - 34
## 767          Silakka      BAU Female       Herring         Omega3 30 - 34
## 768          Silakka      BAU   Male       Herring         Omega3 30 - 34
## 769        Kirjolohi      BAU Female Rainbow trout         Omega3 30 - 34
## 770  Tuontikirjolohi      BAU Female Rainbow trout         Omega3 30 - 34
## 771        Kirjolohi      BAU   Male Rainbow trout         Omega3 30 - 34
## 772  Tuontikirjolohi      BAU   Male Rainbow trout         Omega3 30 - 34
## 773       Tuontilohi      BAU Female        Salmon         Omega3 30 - 34
## 774       Tuontilohi      BAU   Male        Salmon         Omega3 30 - 34
## 775       Kasvatettu      BAU Female     Whitefish         Omega3 30 - 34
## 776       Kasvatettu      BAU   Male     Whitefish         Omega3 30 - 34
## 777      Kaupallinen      BAU Female  Average fish           PFAS 30 - 34
## 778       Muu tuonti      BAU Female  Average fish           PFAS 30 - 34
## 779       Vapaa-ajan      BAU Female  Average fish           PFAS 30 - 34
## 780      Kaupallinen      BAU   Male  Average fish           PFAS 30 - 34
## 781       Muu tuonti      BAU   Male  Average fish           PFAS 30 - 34
## 782       Vapaa-ajan      BAU   Male  Average fish           PFAS 30 - 34
## 783          Silakka      BAU Female       Herring           PFAS 30 - 34
## 784          Silakka      BAU   Male       Herring           PFAS 30 - 34
## 785        Kirjolohi      BAU Female Rainbow trout           PFAS 30 - 34
## 786  Tuontikirjolohi      BAU Female Rainbow trout           PFAS 30 - 34
## 787        Kirjolohi      BAU   Male Rainbow trout           PFAS 30 - 34
## 788  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 30 - 34
## 789       Tuontilohi      BAU Female        Salmon           PFAS 30 - 34
## 790       Tuontilohi      BAU   Male        Salmon           PFAS 30 - 34
## 791       Kasvatettu      BAU Female     Whitefish           PFAS 30 - 34
## 792       Kasvatettu      BAU   Male     Whitefish           PFAS 30 - 34
## 793       Tuontilohi      BAU Female        Salmon            TEQ 30 - 34
## 794       Tuontilohi      BAU   Male        Salmon            TEQ 30 - 34
## 795       Kasvatettu      BAU Female     Whitefish            TEQ 30 - 34
## 796       Kasvatettu      BAU   Male     Whitefish            TEQ 30 - 34
## 797      Kaupallinen      BAU Female  Average fish      Vitamin D 30 - 34
## 798       Muu tuonti      BAU Female  Average fish      Vitamin D 30 - 34
## 799       Vapaa-ajan      BAU Female  Average fish      Vitamin D 30 - 34
## 800      Kaupallinen      BAU   Male  Average fish      Vitamin D 30 - 34
## 801       Muu tuonti      BAU   Male  Average fish      Vitamin D 30 - 34
## 802       Vapaa-ajan      BAU   Male  Average fish      Vitamin D 30 - 34
## 803          Silakka      BAU Female       Herring      Vitamin D 30 - 34
## 804          Silakka      BAU   Male       Herring      Vitamin D 30 - 34
## 805        Kirjolohi      BAU Female Rainbow trout      Vitamin D 30 - 34
## 806  Tuontikirjolohi      BAU Female Rainbow trout      Vitamin D 30 - 34
## 807        Kirjolohi      BAU   Male Rainbow trout      Vitamin D 30 - 34
## 808  Tuontikirjolohi      BAU   Male Rainbow trout      Vitamin D 30 - 34
## 809       Tuontilohi      BAU Female        Salmon      Vitamin D 30 - 34
## 810       Tuontilohi      BAU   Male        Salmon      Vitamin D 30 - 34
## 811       Kasvatettu      BAU Female     Whitefish      Vitamin D 30 - 34
## 812       Kasvatettu      BAU   Male     Whitefish      Vitamin D 30 - 34
## 813      Kaupallinen      BAU Female  Average fish            ALA 35 - 39
## 814       Muu tuonti      BAU Female  Average fish            ALA 35 - 39
## 815       Vapaa-ajan      BAU Female  Average fish            ALA 35 - 39
## 816      Kaupallinen      BAU   Male  Average fish            ALA 35 - 39
## 817       Muu tuonti      BAU   Male  Average fish            ALA 35 - 39
## 818       Vapaa-ajan      BAU   Male  Average fish            ALA 35 - 39
## 819          Silakka      BAU Female       Herring            ALA 35 - 39
## 820          Silakka      BAU   Male       Herring            ALA 35 - 39
## 821        Kirjolohi      BAU Female Rainbow trout            ALA 35 - 39
## 822  Tuontikirjolohi      BAU Female Rainbow trout            ALA 35 - 39
## 823        Kirjolohi      BAU   Male Rainbow trout            ALA 35 - 39
## 824  Tuontikirjolohi      BAU   Male Rainbow trout            ALA 35 - 39
## 825       Tuontilohi      BAU Female        Salmon            ALA 35 - 39
## 826       Tuontilohi      BAU   Male        Salmon            ALA 35 - 39
## 827       Kasvatettu      BAU Female     Whitefish            ALA 35 - 39
## 828       Kasvatettu      BAU   Male     Whitefish            ALA 35 - 39
## 829      Kaupallinen      BAU Female  Average fish            DHA 35 - 39
## 830       Muu tuonti      BAU Female  Average fish            DHA 35 - 39
## 831       Vapaa-ajan      BAU Female  Average fish            DHA 35 - 39
## 832      Kaupallinen      BAU   Male  Average fish            DHA 35 - 39
## 833       Muu tuonti      BAU   Male  Average fish            DHA 35 - 39
## 834       Vapaa-ajan      BAU   Male  Average fish            DHA 35 - 39
## 835          Silakka      BAU Female       Herring            DHA 35 - 39
## 836          Silakka      BAU   Male       Herring            DHA 35 - 39
## 837        Kirjolohi      BAU Female Rainbow trout            DHA 35 - 39
## 838  Tuontikirjolohi      BAU Female Rainbow trout            DHA 35 - 39
## 839        Kirjolohi      BAU   Male Rainbow trout            DHA 35 - 39
## 840  Tuontikirjolohi      BAU   Male Rainbow trout            DHA 35 - 39
## 841       Tuontilohi      BAU Female        Salmon            DHA 35 - 39
## 842       Tuontilohi      BAU   Male        Salmon            DHA 35 - 39
## 843       Kasvatettu      BAU Female     Whitefish            DHA 35 - 39
## 844       Kasvatettu      BAU   Male     Whitefish            DHA 35 - 39
## 845      Kaupallinen      BAU Female  Average fish           Fish 35 - 39
## 846       Muu tuonti      BAU Female  Average fish           Fish 35 - 39
## 847       Vapaa-ajan      BAU Female  Average fish           Fish 35 - 39
## 848      Kaupallinen      BAU   Male  Average fish           Fish 35 - 39
## 849       Muu tuonti      BAU   Male  Average fish           Fish 35 - 39
## 850       Vapaa-ajan      BAU   Male  Average fish           Fish 35 - 39
## 851          Silakka      BAU Female       Herring           Fish 35 - 39
## 852          Silakka      BAU   Male       Herring           Fish 35 - 39
## 853        Kirjolohi      BAU Female Rainbow trout           Fish 35 - 39
## 854  Tuontikirjolohi      BAU Female Rainbow trout           Fish 35 - 39
## 855        Kirjolohi      BAU   Male Rainbow trout           Fish 35 - 39
## 856  Tuontikirjolohi      BAU   Male Rainbow trout           Fish 35 - 39
## 857       Tuontilohi      BAU Female        Salmon           Fish 35 - 39
## 858       Tuontilohi      BAU   Male        Salmon           Fish 35 - 39
## 859       Kasvatettu      BAU Female     Whitefish           Fish 35 - 39
## 860       Kasvatettu      BAU   Male     Whitefish           Fish 35 - 39
## 861      Kaupallinen      BAU Female  Average fish           MeHg 35 - 39
## 862       Muu tuonti      BAU Female  Average fish           MeHg 35 - 39
## 863       Vapaa-ajan      BAU Female  Average fish           MeHg 35 - 39
## 864      Kaupallinen      BAU   Male  Average fish           MeHg 35 - 39
## 865       Muu tuonti      BAU   Male  Average fish           MeHg 35 - 39
## 866       Vapaa-ajan      BAU   Male  Average fish           MeHg 35 - 39
## 867          Silakka      BAU Female       Herring           MeHg 35 - 39
## 868          Silakka      BAU   Male       Herring           MeHg 35 - 39
## 869        Kirjolohi      BAU Female Rainbow trout           MeHg 35 - 39
## 870  Tuontikirjolohi      BAU Female Rainbow trout           MeHg 35 - 39
## 871        Kirjolohi      BAU   Male Rainbow trout           MeHg 35 - 39
## 872  Tuontikirjolohi      BAU   Male Rainbow trout           MeHg 35 - 39
## 873       Tuontilohi      BAU Female        Salmon           MeHg 35 - 39
## 874       Tuontilohi      BAU   Male        Salmon           MeHg 35 - 39
## 875       Kasvatettu      BAU Female     Whitefish           MeHg 35 - 39
## 876       Kasvatettu      BAU   Male     Whitefish           MeHg 35 - 39
## 877      Kaupallinen      BAU Female  Average fish         Omega3 35 - 39
## 878       Muu tuonti      BAU Female  Average fish         Omega3 35 - 39
## 879       Vapaa-ajan      BAU Female  Average fish         Omega3 35 - 39
## 880      Kaupallinen      BAU   Male  Average fish         Omega3 35 - 39
## 881       Muu tuonti      BAU   Male  Average fish         Omega3 35 - 39
## 882       Vapaa-ajan      BAU   Male  Average fish         Omega3 35 - 39
## 883          Silakka      BAU Female       Herring         Omega3 35 - 39
## 884          Silakka      BAU   Male       Herring         Omega3 35 - 39
## 885        Kirjolohi      BAU Female Rainbow trout         Omega3 35 - 39
## 886  Tuontikirjolohi      BAU Female Rainbow trout         Omega3 35 - 39
## 887        Kirjolohi      BAU   Male Rainbow trout         Omega3 35 - 39
## 888  Tuontikirjolohi      BAU   Male Rainbow trout         Omega3 35 - 39
## 889       Tuontilohi      BAU Female        Salmon         Omega3 35 - 39
## 890       Tuontilohi      BAU   Male        Salmon         Omega3 35 - 39
## 891       Kasvatettu      BAU Female     Whitefish         Omega3 35 - 39
## 892       Kasvatettu      BAU   Male     Whitefish         Omega3 35 - 39
## 893      Kaupallinen      BAU Female  Average fish           PFAS 35 - 39
## 894       Muu tuonti      BAU Female  Average fish           PFAS 35 - 39
## 895       Vapaa-ajan      BAU Female  Average fish           PFAS 35 - 39
## 896      Kaupallinen      BAU   Male  Average fish           PFAS 35 - 39
## 897       Muu tuonti      BAU   Male  Average fish           PFAS 35 - 39
## 898       Vapaa-ajan      BAU   Male  Average fish           PFAS 35 - 39
## 899          Silakka      BAU Female       Herring           PFAS 35 - 39
## 900          Silakka      BAU   Male       Herring           PFAS 35 - 39
## 901        Kirjolohi      BAU Female Rainbow trout           PFAS 35 - 39
## 902  Tuontikirjolohi      BAU Female Rainbow trout           PFAS 35 - 39
## 903        Kirjolohi      BAU   Male Rainbow trout           PFAS 35 - 39
## 904  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 35 - 39
## 905       Tuontilohi      BAU Female        Salmon           PFAS 35 - 39
## 906       Tuontilohi      BAU   Male        Salmon           PFAS 35 - 39
## 907       Kasvatettu      BAU Female     Whitefish           PFAS 35 - 39
## 908       Kasvatettu      BAU   Male     Whitefish           PFAS 35 - 39
## 909       Tuontilohi      BAU Female        Salmon            TEQ 35 - 39
## 910       Tuontilohi      BAU   Male        Salmon            TEQ 35 - 39
## 911       Kasvatettu      BAU Female     Whitefish            TEQ 35 - 39
## 912       Kasvatettu      BAU   Male     Whitefish            TEQ 35 - 39
## 913      Kaupallinen      BAU Female  Average fish      Vitamin D 35 - 39
## 914       Muu tuonti      BAU Female  Average fish      Vitamin D 35 - 39
## 915       Vapaa-ajan      BAU Female  Average fish      Vitamin D 35 - 39
## 916      Kaupallinen      BAU   Male  Average fish      Vitamin D 35 - 39
## 917       Muu tuonti      BAU   Male  Average fish      Vitamin D 35 - 39
## 918       Vapaa-ajan      BAU   Male  Average fish      Vitamin D 35 - 39
## 919          Silakka      BAU Female       Herring      Vitamin D 35 - 39
## 920          Silakka      BAU   Male       Herring      Vitamin D 35 - 39
## 921        Kirjolohi      BAU Female Rainbow trout      Vitamin D 35 - 39
## 922  Tuontikirjolohi      BAU Female Rainbow trout      Vitamin D 35 - 39
## 923        Kirjolohi      BAU   Male Rainbow trout      Vitamin D 35 - 39
## 924  Tuontikirjolohi      BAU   Male Rainbow trout      Vitamin D 35 - 39
## 925       Tuontilohi      BAU Female        Salmon      Vitamin D 35 - 39
## 926       Tuontilohi      BAU   Male        Salmon      Vitamin D 35 - 39
## 927       Kasvatettu      BAU Female     Whitefish      Vitamin D 35 - 39
## 928       Kasvatettu      BAU   Male     Whitefish      Vitamin D 35 - 39
## 929      Kaupallinen      BAU Female  Average fish            ALA 40 - 44
## 930       Muu tuonti      BAU Female  Average fish            ALA 40 - 44
## 931       Vapaa-ajan      BAU Female  Average fish            ALA 40 - 44
## 932      Kaupallinen      BAU   Male  Average fish            ALA 40 - 44
## 933       Muu tuonti      BAU   Male  Average fish            ALA 40 - 44
## 934       Vapaa-ajan      BAU   Male  Average fish            ALA 40 - 44
## 935          Silakka      BAU Female       Herring            ALA 40 - 44
## 936          Silakka      BAU   Male       Herring            ALA 40 - 44
## 937        Kirjolohi      BAU Female Rainbow trout            ALA 40 - 44
## 938  Tuontikirjolohi      BAU Female Rainbow trout            ALA 40 - 44
## 939        Kirjolohi      BAU   Male Rainbow trout            ALA 40 - 44
## 940  Tuontikirjolohi      BAU   Male Rainbow trout            ALA 40 - 44
## 941       Tuontilohi      BAU Female        Salmon            ALA 40 - 44
## 942       Tuontilohi      BAU   Male        Salmon            ALA 40 - 44
## 943       Kasvatettu      BAU Female     Whitefish            ALA 40 - 44
## 944       Kasvatettu      BAU   Male     Whitefish            ALA 40 - 44
## 945      Kaupallinen      BAU Female  Average fish            DHA 40 - 44
## 946       Muu tuonti      BAU Female  Average fish            DHA 40 - 44
## 947       Vapaa-ajan      BAU Female  Average fish            DHA 40 - 44
## 948      Kaupallinen      BAU   Male  Average fish            DHA 40 - 44
## 949       Muu tuonti      BAU   Male  Average fish            DHA 40 - 44
## 950       Vapaa-ajan      BAU   Male  Average fish            DHA 40 - 44
## 951          Silakka      BAU Female       Herring            DHA 40 - 44
## 952          Silakka      BAU   Male       Herring            DHA 40 - 44
## 953        Kirjolohi      BAU Female Rainbow trout            DHA 40 - 44
## 954  Tuontikirjolohi      BAU Female Rainbow trout            DHA 40 - 44
## 955        Kirjolohi      BAU   Male Rainbow trout            DHA 40 - 44
## 956  Tuontikirjolohi      BAU   Male Rainbow trout            DHA 40 - 44
## 957       Tuontilohi      BAU Female        Salmon            DHA 40 - 44
## 958       Tuontilohi      BAU   Male        Salmon            DHA 40 - 44
## 959       Kasvatettu      BAU Female     Whitefish            DHA 40 - 44
## 960       Kasvatettu      BAU   Male     Whitefish            DHA 40 - 44
## 961      Kaupallinen      BAU Female  Average fish           Fish 40 - 44
## 962       Muu tuonti      BAU Female  Average fish           Fish 40 - 44
## 963       Vapaa-ajan      BAU Female  Average fish           Fish 40 - 44
## 964      Kaupallinen      BAU   Male  Average fish           Fish 40 - 44
## 965       Muu tuonti      BAU   Male  Average fish           Fish 40 - 44
## 966       Vapaa-ajan      BAU   Male  Average fish           Fish 40 - 44
## 967          Silakka      BAU Female       Herring           Fish 40 - 44
## 968          Silakka      BAU   Male       Herring           Fish 40 - 44
## 969        Kirjolohi      BAU Female Rainbow trout           Fish 40 - 44
## 970  Tuontikirjolohi      BAU Female Rainbow trout           Fish 40 - 44
## 971        Kirjolohi      BAU   Male Rainbow trout           Fish 40 - 44
## 972  Tuontikirjolohi      BAU   Male Rainbow trout           Fish 40 - 44
## 973       Tuontilohi      BAU Female        Salmon           Fish 40 - 44
## 974       Tuontilohi      BAU   Male        Salmon           Fish 40 - 44
## 975       Kasvatettu      BAU Female     Whitefish           Fish 40 - 44
## 976       Kasvatettu      BAU   Male     Whitefish           Fish 40 - 44
## 977      Kaupallinen      BAU Female  Average fish           MeHg 40 - 44
## 978       Muu tuonti      BAU Female  Average fish           MeHg 40 - 44
## 979       Vapaa-ajan      BAU Female  Average fish           MeHg 40 - 44
## 980      Kaupallinen      BAU   Male  Average fish           MeHg 40 - 44
## 981       Muu tuonti      BAU   Male  Average fish           MeHg 40 - 44
## 982       Vapaa-ajan      BAU   Male  Average fish           MeHg 40 - 44
## 983          Silakka      BAU Female       Herring           MeHg 40 - 44
## 984          Silakka      BAU   Male       Herring           MeHg 40 - 44
## 985        Kirjolohi      BAU Female Rainbow trout           MeHg 40 - 44
## 986  Tuontikirjolohi      BAU Female Rainbow trout           MeHg 40 - 44
## 987        Kirjolohi      BAU   Male Rainbow trout           MeHg 40 - 44
## 988  Tuontikirjolohi      BAU   Male Rainbow trout           MeHg 40 - 44
## 989       Tuontilohi      BAU Female        Salmon           MeHg 40 - 44
## 990       Tuontilohi      BAU   Male        Salmon           MeHg 40 - 44
## 991       Kasvatettu      BAU Female     Whitefish           MeHg 40 - 44
## 992       Kasvatettu      BAU   Male     Whitefish           MeHg 40 - 44
## 993      Kaupallinen      BAU Female  Average fish         Omega3 40 - 44
## 994       Muu tuonti      BAU Female  Average fish         Omega3 40 - 44
## 995       Vapaa-ajan      BAU Female  Average fish         Omega3 40 - 44
## 996      Kaupallinen      BAU   Male  Average fish         Omega3 40 - 44
## 997       Muu tuonti      BAU   Male  Average fish         Omega3 40 - 44
## 998       Vapaa-ajan      BAU   Male  Average fish         Omega3 40 - 44
## 999          Silakka      BAU Female       Herring         Omega3 40 - 44
## 1000         Silakka      BAU   Male       Herring         Omega3 40 - 44
##              mean
## 1      0.87611225
## 2      7.66598220
## 3      2.71047228
## 4      1.31416838
## 5     11.49897331
## 6      4.06570842
## 7      1.10466327
## 8      1.65699491
## 9     12.78735034
## 10     9.16108681
## 11    19.18102550
## 12    13.74163021
## 13    74.53937644
## 14   111.80906467
## 15     0.52852424
## 16     0.79278636
## 17     3.22510887
## 18    28.21970261
## 19     9.97768056
## 20     4.83766330
## 21    42.32955391
## 22    14.96652085
## 23     3.72030275
## 24     5.58045413
## 25    20.12479045
## 26    14.41776032
## 27    30.18718567
## 28    21.62664048
## 29    62.64678749
## 30    93.97018123
## 31     0.93801149
## 32     1.40701723
## 33     1.26972790
## 34    11.11011914
## 35     3.92822069
## 36     1.90459185
## 37    16.66517870
## 38     5.89233104
## 39     0.63486395
## 40     0.95229593
## 41     2.65849279
## 42     1.90459185
## 43     3.98773919
## 44     2.85688778
## 45     9.36424327
## 46    14.04636491
## 47     0.23807398
## 48     0.35711097
## 49     0.14491907
## 50     1.26804182
## 51     0.44834336
## 52     0.21737860
## 53     1.90206273
## 54     0.67251504
## 55     0.01702066
## 56     0.02553100
## 57     3.87714322
## 58     2.77765484
## 59     5.81571482
## 60     4.16648226
## 61     1.39401715
## 62     2.09102572
## 63     0.01575931
## 64     0.02363897
## 65     8.88809531
## 66    77.77083395
## 67    27.49754486
## 68    13.33214296
## 69   116.65625093
## 70    41.24631729
## 71    15.23673482
## 72    22.85510222
## 73    47.85287028
## 74    34.28265333
## 75    71.77930542
## 76    51.42398000
## 77   215.37759525
## 78   323.06639288
## 79     2.38073981
## 80     3.57110972
## 81    35.13337103
## 82   307.41699650
## 83   108.69386662
## 84    52.70005654
## 85   461.12549475
## 86   163.04079993
## 87     1.05069984
## 88     1.57604976
## 89    20.49697944
## 90    14.68440318
## 91    30.74546915
## 92    22.02660477
## 93    29.91875725
## 94    44.87813588
## 95     6.68749814
## 96    10.03124721
## 97   187.35774701
## 98   281.03662052
## 99     1.36884891
## 100    2.05327336
## 101    0.13332143
## 102    1.16656251
## 103    0.41246317
## 104    0.19998214
## 105    1.74984376
## 106    0.61869476
## 107    0.09903878
## 108    0.14855816
## 109    0.13558313
## 110    0.09713418
## 111    0.20337470
## 112    0.14570128
## 113    0.62740430
## 114    0.94110645
## 115    0.03428265
## 116    0.05142398
## 117    0.87611225
## 118    7.66598220
## 119    2.71047228
## 120    1.31416838
## 121   11.49897331
## 122    4.06570842
## 123    1.10466327
## 124    1.65699491
## 125   12.78735034
## 126    9.16108681
## 127   19.18102550
## 128   13.74163021
## 129   74.53937644
## 130  111.80906467
## 131    0.52852424
## 132    0.79278636
## 133    3.22510887
## 134   28.21970261
## 135    9.97768056
## 136    4.83766330
## 137   42.32955391
## 138   14.96652085
## 139    3.72030275
## 140    5.58045413
## 141   20.12479045
## 142   14.41776032
## 143   30.18718567
## 144   21.62664048
## 145   62.64678749
## 146   93.97018123
## 147    0.93801149
## 148    1.40701723
## 149    1.26972790
## 150   11.11011914
## 151    3.92822069
## 152    1.90459185
## 153   16.66517870
## 154    5.89233104
## 155    0.63486395
## 156    0.95229593
## 157    2.65849279
## 158    1.90459185
## 159    3.98773919
## 160    2.85688778
## 161    9.36424327
## 162   14.04636491
## 163    0.23807398
## 164    0.35711097
## 165    0.14491907
## 166    1.26804182
## 167    0.44834336
## 168    0.21737860
## 169    1.90206273
## 170    0.67251504
## 171    0.01702066
## 172    0.02553100
## 173    3.87714322
## 174    2.77765484
## 175    5.81571482
## 176    4.16648226
## 177    1.39401715
## 178    2.09102572
## 179    0.01575931
## 180    0.02363897
## 181    8.88809531
## 182   77.77083395
## 183   27.49754486
## 184   13.33214296
## 185  116.65625093
## 186   41.24631729
## 187   15.23673482
## 188   22.85510222
## 189   47.85287028
## 190   34.28265333
## 191   71.77930542
## 192   51.42398000
## 193  215.37759525
## 194  323.06639288
## 195    2.38073981
## 196    3.57110972
## 197   35.13337103
## 198  307.41699650
## 199  108.69386662
## 200   52.70005654
## 201  461.12549475
## 202  163.04079993
## 203    1.05069984
## 204    1.57604976
## 205   20.49697944
## 206   14.68440318
## 207   30.74546915
## 208   22.02660477
## 209   29.91875725
## 210   44.87813588
## 211    6.68749814
## 212   10.03124721
## 213  187.35774701
## 214  281.03662052
## 215    1.36884891
## 216    2.05327336
## 217    0.13332143
## 218    1.16656251
## 219    0.41246317
## 220    0.19998214
## 221    1.74984376
## 222    0.61869476
## 223    0.09903878
## 224    0.14855816
## 225    0.13558313
## 226    0.09713418
## 227    0.20337470
## 228    0.14570128
## 229    0.62740430
## 230    0.94110645
## 231    0.03428265
## 232    0.05142398
## 233    0.87611225
## 234    7.66598220
## 235    2.71047228
## 236    1.31416838
## 237   11.49897331
## 238    4.06570842
## 239    1.10466327
## 240    1.65699491
## 241   12.78735034
## 242    9.16108681
## 243   19.18102550
## 244   13.74163021
## 245   74.53937644
## 246  111.80906467
## 247    0.52852424
## 248    0.79278636
## 249    3.22510887
## 250   28.21970261
## 251    9.97768056
## 252    4.83766330
## 253   42.32955391
## 254   14.96652085
## 255    3.72030275
## 256    5.58045413
## 257   20.12479045
## 258   14.41776032
## 259   30.18718567
## 260   21.62664048
## 261   62.64678749
## 262   93.97018123
## 263    0.93801149
## 264    1.40701723
## 265    1.26972790
## 266   11.11011914
## 267    3.92822069
## 268    1.90459185
## 269   16.66517870
## 270    5.89233104
## 271    0.63486395
## 272    0.95229593
## 273    2.65849279
## 274    1.90459185
## 275    3.98773919
## 276    2.85688778
## 277    9.36424327
## 278   14.04636491
## 279    0.23807398
## 280    0.35711097
## 281    0.14491907
## 282    1.26804182
## 283    0.44834336
## 284    0.21737860
## 285    1.90206273
## 286    0.67251504
## 287    0.01702066
## 288    0.02553100
## 289    3.87714322
## 290    2.77765484
## 291    5.81571482
## 292    4.16648226
## 293    1.39401715
## 294    2.09102572
## 295    0.01575931
## 296    0.02363897
## 297    8.88809531
## 298   77.77083395
## 299   27.49754486
## 300   13.33214296
## 301  116.65625093
## 302   41.24631729
## 303   15.23673482
## 304   22.85510222
## 305   47.85287028
## 306   34.28265333
## 307   71.77930542
## 308   51.42398000
## 309  215.37759525
## 310  323.06639288
## 311    2.38073981
## 312    3.57110972
## 313   35.13337103
## 314  307.41699650
## 315  108.69386662
## 316   52.70005654
## 317  461.12549475
## 318  163.04079993
## 319    1.05069984
## 320    1.57604976
## 321   20.49697944
## 322   14.68440318
## 323   30.74546915
## 324   22.02660477
## 325   29.91875725
## 326   44.87813588
## 327    6.68749814
## 328   10.03124721
## 329  187.35774701
## 330  281.03662052
## 331    1.36884891
## 332    2.05327336
## 333    0.13332143
## 334    1.16656251
## 335    0.41246317
## 336    0.19998214
## 337    1.74984376
## 338    0.61869476
## 339    0.09903878
## 340    0.14855816
## 341    0.13558313
## 342    0.09713418
## 343    0.20337470
## 344    0.14570128
## 345    0.62740430
## 346    0.94110645
## 347    0.03428265
## 348    0.05142398
## 349    0.87611225
## 350    7.66598220
## 351    2.71047228
## 352    1.31416838
## 353   11.49897331
## 354    4.06570842
## 355    1.10466327
## 356    1.65699491
## 357   12.78735034
## 358    9.16108681
## 359   19.18102550
## 360   13.74163021
## 361   74.53937644
## 362  111.80906467
## 363    0.52852424
## 364    0.79278636
## 365    3.22510887
## 366   28.21970261
## 367    9.97768056
## 368    4.83766330
## 369   42.32955391
## 370   14.96652085
## 371    3.72030275
## 372    5.58045413
## 373   20.12479045
## 374   14.41776032
## 375   30.18718567
## 376   21.62664048
## 377   62.64678749
## 378   93.97018123
## 379    0.93801149
## 380    1.40701723
## 381    1.26972790
## 382   11.11011914
## 383    3.92822069
## 384    1.90459185
## 385   16.66517870
## 386    5.89233104
## 387    0.63486395
## 388    0.95229593
## 389    2.65849279
## 390    1.90459185
## 391    3.98773919
## 392    2.85688778
## 393    9.36424327
## 394   14.04636491
## 395    0.23807398
## 396    0.35711097
## 397    0.14491907
## 398    1.26804182
## 399    0.44834336
## 400    0.21737860
## 401    1.90206273
## 402    0.67251504
## 403    0.01702066
## 404    0.02553100
## 405    3.87714322
## 406    2.77765484
## 407    5.81571482
## 408    4.16648226
## 409    1.39401715
## 410    2.09102572
## 411    0.01575931
## 412    0.02363897
## 413    8.88809531
## 414   77.77083395
## 415   27.49754486
## 416   13.33214296
## 417  116.65625093
## 418   41.24631729
## 419   15.23673482
## 420   22.85510222
## 421   47.85287028
## 422   34.28265333
## 423   71.77930542
## 424   51.42398000
## 425  215.37759525
## 426  323.06639288
## 427    2.38073981
## 428    3.57110972
## 429   35.13337103
## 430  307.41699650
## 431  108.69386662
## 432   52.70005654
## 433  461.12549475
## 434  163.04079993
## 435    1.05069984
## 436    1.57604976
## 437   20.49697944
## 438   14.68440318
## 439   30.74546915
## 440   22.02660477
## 441   29.91875725
## 442   44.87813588
## 443    6.68749814
## 444   10.03124721
## 445  187.35774701
## 446  281.03662052
## 447    1.36884891
## 448    2.05327336
## 449    0.13332143
## 450    1.16656251
## 451    0.41246317
## 452    0.19998214
## 453    1.74984376
## 454    0.61869476
## 455    0.09903878
## 456    0.14855816
## 457    0.13558313
## 458    0.09713418
## 459    0.20337470
## 460    0.14570128
## 461    0.62740430
## 462    0.94110645
## 463    0.03428265
## 464    0.05142398
## 465    0.87611225
## 466    7.66598220
## 467    2.71047228
## 468    1.31416838
## 469   11.49897331
## 470    4.06570842
## 471    1.10466327
## 472    1.65699491
## 473   12.78735034
## 474    9.16108681
## 475   19.18102550
## 476   13.74163021
## 477   74.53937644
## 478  111.80906467
## 479    0.52852424
## 480    0.79278636
## 481    3.22510887
## 482   28.21970261
## 483    9.97768056
## 484    4.83766330
## 485   42.32955391
## 486   14.96652085
## 487    3.72030275
## 488    5.58045413
## 489   20.12479045
## 490   14.41776032
## 491   30.18718567
## 492   21.62664048
## 493   62.64678749
## 494   93.97018123
## 495    0.93801149
## 496    1.40701723
## 497    1.26972790
## 498   11.11011914
## 499    3.92822069
## 500    1.90459185
## 501   16.66517870
## 502    5.89233104
## 503    0.63486395
## 504    0.95229593
## 505    2.65849279
## 506    1.90459185
## 507    3.98773919
## 508    2.85688778
## 509    9.36424327
## 510   14.04636491
## 511    0.23807398
## 512    0.35711097
## 513    0.14491907
## 514    1.26804182
## 515    0.44834336
## 516    0.21737860
## 517    1.90206273
## 518    0.67251504
## 519    0.01702066
## 520    0.02553100
## 521    3.87714322
## 522    2.77765484
## 523    5.81571482
## 524    4.16648226
## 525    1.39401715
## 526    2.09102572
## 527    0.01575931
## 528    0.02363897
## 529    8.88809531
## 530   77.77083395
## 531   27.49754486
## 532   13.33214296
## 533  116.65625093
## 534   41.24631729
## 535   15.23673482
## 536   22.85510222
## 537   47.85287028
## 538   34.28265333
## 539   71.77930542
## 540   51.42398000
## 541  215.37759525
## 542  323.06639288
## 543    2.38073981
## 544    3.57110972
## 545   35.13337103
## 546  307.41699650
## 547  108.69386662
## 548   52.70005654
## 549  461.12549475
## 550  163.04079993
## 551    1.05069984
## 552    1.57604976
## 553   20.49697944
## 554   14.68440318
## 555   30.74546915
## 556   22.02660477
## 557   29.91875725
## 558   44.87813588
## 559    6.68749814
## 560   10.03124721
## 561  187.35774701
## 562  281.03662052
## 563    1.36884891
## 564    2.05327336
## 565    0.13332143
## 566    1.16656251
## 567    0.41246317
## 568    0.19998214
## 569    1.74984376
## 570    0.61869476
## 571    0.09903878
## 572    0.14855816
## 573    0.13558313
## 574    0.09713418
## 575    0.20337470
## 576    0.14570128
## 577    0.62740430
## 578    0.94110645
## 579    0.03428265
## 580    0.05142398
## 581    0.87611225
## 582    7.66598220
## 583    2.71047228
## 584    1.31416838
## 585   11.49897331
## 586    4.06570842
## 587    1.10466327
## 588    1.65699491
## 589   12.78735034
## 590    9.16108681
## 591   19.18102550
## 592   13.74163021
## 593   74.53937644
## 594  111.80906467
## 595    0.52852424
## 596    0.79278636
## 597    3.22510887
## 598   28.21970261
## 599    9.97768056
## 600    4.83766330
## 601   42.32955391
## 602   14.96652085
## 603    3.72030275
## 604    5.58045413
## 605   20.12479045
## 606   14.41776032
## 607   30.18718567
## 608   21.62664048
## 609   62.64678749
## 610   93.97018123
## 611    0.93801149
## 612    1.40701723
## 613    1.26972790
## 614   11.11011914
## 615    3.92822069
## 616    1.90459185
## 617   16.66517870
## 618    5.89233104
## 619    0.63486395
## 620    0.95229593
## 621    2.65849279
## 622    1.90459185
## 623    3.98773919
## 624    2.85688778
## 625    9.36424327
## 626   14.04636491
## 627    0.23807398
## 628    0.35711097
## 629    0.14491907
## 630    1.26804182
## 631    0.44834336
## 632    0.21737860
## 633    1.90206273
## 634    0.67251504
## 635    0.01702066
## 636    0.02553100
## 637    3.87714322
## 638    2.77765484
## 639    5.81571482
## 640    4.16648226
## 641    1.39401715
## 642    2.09102572
## 643    0.01575931
## 644    0.02363897
## 645    8.88809531
## 646   77.77083395
## 647   27.49754486
## 648   13.33214296
## 649  116.65625093
## 650   41.24631729
## 651   15.23673482
## 652   22.85510222
## 653   47.85287028
## 654   34.28265333
## 655   71.77930542
## 656   51.42398000
## 657  215.37759525
## 658  323.06639288
## 659    2.38073981
## 660    3.57110972
## 661   35.13337103
## 662  307.41699650
## 663  108.69386662
## 664   52.70005654
## 665  461.12549475
## 666  163.04079993
## 667    1.05069984
## 668    1.57604976
## 669   20.49697944
## 670   14.68440318
## 671   30.74546915
## 672   22.02660477
## 673   29.91875725
## 674   44.87813588
## 675    6.68749814
## 676   10.03124721
## 677  187.35774701
## 678  281.03662052
## 679    1.36884891
## 680    2.05327336
## 681    0.13332143
## 682    1.16656251
## 683    0.41246317
## 684    0.19998214
## 685    1.74984376
## 686    0.61869476
## 687    0.09903878
## 688    0.14855816
## 689    0.13558313
## 690    0.09713418
## 691    0.20337470
## 692    0.14570128
## 693    0.62740430
## 694    0.94110645
## 695    0.03428265
## 696    0.05142398
## 697    0.87611225
## 698    7.66598220
## 699    2.71047228
## 700    1.31416838
## 701   11.49897331
## 702    4.06570842
## 703    1.10466327
## 704    1.65699491
## 705   12.78735034
## 706    9.16108681
## 707   19.18102550
## 708   13.74163021
## 709   74.53937644
## 710  111.80906467
## 711    0.52852424
## 712    0.79278636
## 713    3.22510887
## 714   28.21970261
## 715    9.97768056
## 716    4.83766330
## 717   42.32955391
## 718   14.96652085
## 719    3.72030275
## 720    5.58045413
## 721   20.12479045
## 722   14.41776032
## 723   30.18718567
## 724   21.62664048
## 725   62.64678749
## 726   93.97018123
## 727    0.93801149
## 728    1.40701723
## 729    1.26972790
## 730   11.11011914
## 731    3.92822069
## 732    1.90459185
## 733   16.66517870
## 734    5.89233104
## 735    0.63486395
## 736    0.95229593
## 737    2.65849279
## 738    1.90459185
## 739    3.98773919
## 740    2.85688778
## 741    9.36424327
## 742   14.04636491
## 743    0.23807398
## 744    0.35711097
## 745    0.14491907
## 746    1.26804182
## 747    0.44834336
## 748    0.21737860
## 749    1.90206273
## 750    0.67251504
## 751    0.01702066
## 752    0.02553100
## 753    3.87714322
## 754    2.77765484
## 755    5.81571482
## 756    4.16648226
## 757    1.39401715
## 758    2.09102572
## 759    0.01575931
## 760    0.02363897
## 761    8.88809531
## 762   77.77083395
## 763   27.49754486
## 764   13.33214296
## 765  116.65625093
## 766   41.24631729
## 767   15.23673482
## 768   22.85510222
## 769   47.85287028
## 770   34.28265333
## 771   71.77930542
## 772   51.42398000
## 773  215.37759525
## 774  323.06639288
## 775    2.38073981
## 776    3.57110972
## 777   35.13337103
## 778  307.41699650
## 779  108.69386662
## 780   52.70005654
## 781  461.12549475
## 782  163.04079993
## 783    1.05069984
## 784    1.57604976
## 785   20.49697944
## 786   14.68440318
## 787   30.74546915
## 788   22.02660477
## 789   29.91875725
## 790   44.87813588
## 791    6.68749814
## 792   10.03124721
## 793  187.35774701
## 794  281.03662052
## 795    1.36884891
## 796    2.05327336
## 797    0.13332143
## 798    1.16656251
## 799    0.41246317
## 800    0.19998214
## 801    1.74984376
## 802    0.61869476
## 803    0.09903878
## 804    0.14855816
## 805    0.13558313
## 806    0.09713418
## 807    0.20337470
## 808    0.14570128
## 809    0.62740430
## 810    0.94110645
## 811    0.03428265
## 812    0.05142398
## 813    0.87611225
## 814    7.66598220
## 815    2.71047228
## 816    1.31416838
## 817   11.49897331
## 818    4.06570842
## 819    1.10466327
## 820    1.65699491
## 821   12.78735034
## 822    9.16108681
## 823   19.18102550
## 824   13.74163021
## 825   74.53937644
## 826  111.80906467
## 827    0.52852424
## 828    0.79278636
## 829    3.22510887
## 830   28.21970261
## 831    9.97768056
## 832    4.83766330
## 833   42.32955391
## 834   14.96652085
## 835    3.72030275
## 836    5.58045413
## 837   20.12479045
## 838   14.41776032
## 839   30.18718567
## 840   21.62664048
## 841   62.64678749
## 842   93.97018123
## 843    0.93801149
## 844    1.40701723
## 845    1.26972790
## 846   11.11011914
## 847    3.92822069
## 848    1.90459185
## 849   16.66517870
## 850    5.89233104
## 851    0.63486395
## 852    0.95229593
## 853    2.65849279
## 854    1.90459185
## 855    3.98773919
## 856    2.85688778
## 857    9.36424327
## 858   14.04636491
## 859    0.23807398
## 860    0.35711097
## 861    0.14491907
## 862    1.26804182
## 863    0.44834336
## 864    0.21737860
## 865    1.90206273
## 866    0.67251504
## 867    0.01702066
## 868    0.02553100
## 869    3.87714322
## 870    2.77765484
## 871    5.81571482
## 872    4.16648226
## 873    1.39401715
## 874    2.09102572
## 875    0.01575931
## 876    0.02363897
## 877    8.88809531
## 878   77.77083395
## 879   27.49754486
## 880   13.33214296
## 881  116.65625093
## 882   41.24631729
## 883   15.23673482
## 884   22.85510222
## 885   47.85287028
## 886   34.28265333
## 887   71.77930542
## 888   51.42398000
## 889  215.37759525
## 890  323.06639288
## 891    2.38073981
## 892    3.57110972
## 893   35.13337103
## 894  307.41699650
## 895  108.69386662
## 896   52.70005654
## 897  461.12549475
## 898  163.04079993
## 899    1.05069984
## 900    1.57604976
## 901   20.49697944
## 902   14.68440318
## 903   30.74546915
## 904   22.02660477
## 905   29.91875725
## 906   44.87813588
## 907    6.68749814
## 908   10.03124721
## 909  187.35774701
## 910  281.03662052
## 911    1.36884891
## 912    2.05327336
## 913    0.13332143
## 914    1.16656251
## 915    0.41246317
## 916    0.19998214
## 917    1.74984376
## 918    0.61869476
## 919    0.09903878
## 920    0.14855816
## 921    0.13558313
## 922    0.09713418
## 923    0.20337470
## 924    0.14570128
## 925    0.62740430
## 926    0.94110645
## 927    0.03428265
## 928    0.05142398
## 929    0.87611225
## 930    7.66598220
## 931    2.71047228
## 932    1.31416838
## 933   11.49897331
## 934    4.06570842
## 935    1.10466327
## 936    1.65699491
## 937   12.78735034
## 938    9.16108681
## 939   19.18102550
## 940   13.74163021
## 941   74.53937644
## 942  111.80906467
## 943    0.52852424
## 944    0.79278636
## 945    3.22510887
## 946   28.21970261
## 947    9.97768056
## 948    4.83766330
## 949   42.32955391
## 950   14.96652085
## 951    3.72030275
## 952    5.58045413
## 953   20.12479045
## 954   14.41776032
## 955   30.18718567
## 956   21.62664048
## 957   62.64678749
## 958   93.97018123
## 959    0.93801149
## 960    1.40701723
## 961    1.26972790
## 962   11.11011914
## 963    3.92822069
## 964    1.90459185
## 965   16.66517870
## 966    5.89233104
## 967    0.63486395
## 968    0.95229593
## 969    2.65849279
## 970    1.90459185
## 971    3.98773919
## 972    2.85688778
## 973    9.36424327
## 974   14.04636491
## 975    0.23807398
## 976    0.35711097
## 977    0.14491907
## 978    1.26804182
## 979    0.44834336
## 980    0.21737860
## 981    1.90206273
## 982    0.67251504
## 983    0.01702066
## 984    0.02553100
## 985    3.87714322
## 986    2.77765484
## 987    5.81571482
## 988    4.16648226
## 989    1.39401715
## 990    2.09102572
## 991    0.01575931
## 992    0.02363897
## 993    8.88809531
## 994   77.77083395
## 995   27.49754486
## 996   13.33214296
## 997  116.65625093
## 998   41.24631729
## 999   15.23673482
## 1000  22.85510222
oprint(summary(expo_indir,"mean"))
##                Kala Scenario Gender          Fish Exposure_agent     Age
## 1       Kaupallinen      BAU Female  Average fish           PFAS   0 - 4
## 2        Muu tuonti      BAU Female  Average fish           PFAS   0 - 4
## 3        Vapaa-ajan      BAU Female  Average fish           PFAS   0 - 4
## 4       Kaupallinen      BAU   Male  Average fish           PFAS   0 - 4
## 5        Muu tuonti      BAU   Male  Average fish           PFAS   0 - 4
## 6        Vapaa-ajan      BAU   Male  Average fish           PFAS   0 - 4
## 7           Silakka      BAU Female       Herring           PFAS   0 - 4
## 8           Silakka      BAU   Male       Herring           PFAS   0 - 4
## 9         Kirjolohi      BAU Female Rainbow trout           PFAS   0 - 4
## 10  Tuontikirjolohi      BAU Female Rainbow trout           PFAS   0 - 4
## 11        Kirjolohi      BAU   Male Rainbow trout           PFAS   0 - 4
## 12  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS   0 - 4
## 13       Tuontilohi      BAU Female        Salmon           PFAS   0 - 4
## 14       Tuontilohi      BAU   Male        Salmon           PFAS   0 - 4
## 15       Kasvatettu      BAU Female     Whitefish           PFAS   0 - 4
## 16       Kasvatettu      BAU   Male     Whitefish           PFAS   0 - 4
## 17       Tuontilohi      BAU Female        Salmon            TEQ   0 - 4
## 18       Tuontilohi      BAU   Male        Salmon            TEQ   0 - 4
## 19       Kasvatettu      BAU Female     Whitefish            TEQ   0 - 4
## 20       Kasvatettu      BAU   Male     Whitefish            TEQ   0 - 4
## 21      Kaupallinen      BAU Female  Average fish           PFAS   5 - 9
## 22       Muu tuonti      BAU Female  Average fish           PFAS   5 - 9
## 23       Vapaa-ajan      BAU Female  Average fish           PFAS   5 - 9
## 24      Kaupallinen      BAU   Male  Average fish           PFAS   5 - 9
## 25       Muu tuonti      BAU   Male  Average fish           PFAS   5 - 9
## 26       Vapaa-ajan      BAU   Male  Average fish           PFAS   5 - 9
## 27          Silakka      BAU Female       Herring           PFAS   5 - 9
## 28          Silakka      BAU   Male       Herring           PFAS   5 - 9
## 29        Kirjolohi      BAU Female Rainbow trout           PFAS   5 - 9
## 30  Tuontikirjolohi      BAU Female Rainbow trout           PFAS   5 - 9
## 31        Kirjolohi      BAU   Male Rainbow trout           PFAS   5 - 9
## 32  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS   5 - 9
## 33       Tuontilohi      BAU Female        Salmon           PFAS   5 - 9
## 34       Tuontilohi      BAU   Male        Salmon           PFAS   5 - 9
## 35       Kasvatettu      BAU Female     Whitefish           PFAS   5 - 9
## 36       Kasvatettu      BAU   Male     Whitefish           PFAS   5 - 9
## 37       Tuontilohi      BAU Female        Salmon            TEQ   5 - 9
## 38       Tuontilohi      BAU   Male        Salmon            TEQ   5 - 9
## 39       Kasvatettu      BAU Female     Whitefish            TEQ   5 - 9
## 40       Kasvatettu      BAU   Male     Whitefish            TEQ   5 - 9
## 41      Kaupallinen      BAU Female  Average fish           PFAS 10 - 14
## 42       Muu tuonti      BAU Female  Average fish           PFAS 10 - 14
## 43       Vapaa-ajan      BAU Female  Average fish           PFAS 10 - 14
## 44      Kaupallinen      BAU   Male  Average fish           PFAS 10 - 14
## 45       Muu tuonti      BAU   Male  Average fish           PFAS 10 - 14
## 46       Vapaa-ajan      BAU   Male  Average fish           PFAS 10 - 14
## 47          Silakka      BAU Female       Herring           PFAS 10 - 14
## 48          Silakka      BAU   Male       Herring           PFAS 10 - 14
## 49        Kirjolohi      BAU Female Rainbow trout           PFAS 10 - 14
## 50  Tuontikirjolohi      BAU Female Rainbow trout           PFAS 10 - 14
## 51        Kirjolohi      BAU   Male Rainbow trout           PFAS 10 - 14
## 52  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 10 - 14
## 53       Tuontilohi      BAU Female        Salmon           PFAS 10 - 14
## 54       Tuontilohi      BAU   Male        Salmon           PFAS 10 - 14
## 55       Kasvatettu      BAU Female     Whitefish           PFAS 10 - 14
## 56       Kasvatettu      BAU   Male     Whitefish           PFAS 10 - 14
## 57       Tuontilohi      BAU Female        Salmon            TEQ 10 - 14
## 58       Tuontilohi      BAU   Male        Salmon            TEQ 10 - 14
## 59       Kasvatettu      BAU Female     Whitefish            TEQ 10 - 14
## 60       Kasvatettu      BAU   Male     Whitefish            TEQ 10 - 14
## 61      Kaupallinen      BAU Female  Average fish           PFAS 15 - 19
## 62       Muu tuonti      BAU Female  Average fish           PFAS 15 - 19
## 63       Vapaa-ajan      BAU Female  Average fish           PFAS 15 - 19
## 64      Kaupallinen      BAU   Male  Average fish           PFAS 15 - 19
## 65       Muu tuonti      BAU   Male  Average fish           PFAS 15 - 19
## 66       Vapaa-ajan      BAU   Male  Average fish           PFAS 15 - 19
## 67          Silakka      BAU Female       Herring           PFAS 15 - 19
## 68          Silakka      BAU   Male       Herring           PFAS 15 - 19
## 69        Kirjolohi      BAU Female Rainbow trout           PFAS 15 - 19
## 70  Tuontikirjolohi      BAU Female Rainbow trout           PFAS 15 - 19
## 71        Kirjolohi      BAU   Male Rainbow trout           PFAS 15 - 19
## 72  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 15 - 19
## 73       Tuontilohi      BAU Female        Salmon           PFAS 15 - 19
## 74       Tuontilohi      BAU   Male        Salmon           PFAS 15 - 19
## 75       Kasvatettu      BAU Female     Whitefish           PFAS 15 - 19
## 76       Kasvatettu      BAU   Male     Whitefish           PFAS 15 - 19
## 77       Tuontilohi      BAU Female        Salmon            TEQ 15 - 19
## 78       Tuontilohi      BAU   Male        Salmon            TEQ 15 - 19
## 79       Kasvatettu      BAU Female     Whitefish            TEQ 15 - 19
## 80       Kasvatettu      BAU   Male     Whitefish            TEQ 15 - 19
## 81      Kaupallinen      BAU Female  Average fish           PFAS 20 - 24
## 82       Muu tuonti      BAU Female  Average fish           PFAS 20 - 24
## 83       Vapaa-ajan      BAU Female  Average fish           PFAS 20 - 24
## 84      Kaupallinen      BAU   Male  Average fish           PFAS 20 - 24
## 85       Muu tuonti      BAU   Male  Average fish           PFAS 20 - 24
## 86       Vapaa-ajan      BAU   Male  Average fish           PFAS 20 - 24
## 87          Silakka      BAU Female       Herring           PFAS 20 - 24
## 88          Silakka      BAU   Male       Herring           PFAS 20 - 24
## 89        Kirjolohi      BAU Female Rainbow trout           PFAS 20 - 24
## 90  Tuontikirjolohi      BAU Female Rainbow trout           PFAS 20 - 24
## 91        Kirjolohi      BAU   Male Rainbow trout           PFAS 20 - 24
## 92  Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 20 - 24
## 93       Tuontilohi      BAU Female        Salmon           PFAS 20 - 24
## 94       Tuontilohi      BAU   Male        Salmon           PFAS 20 - 24
## 95       Kasvatettu      BAU Female     Whitefish           PFAS 20 - 24
## 96       Kasvatettu      BAU   Male     Whitefish           PFAS 20 - 24
## 97       Tuontilohi      BAU Female        Salmon            TEQ 20 - 24
## 98       Tuontilohi      BAU   Male        Salmon            TEQ 20 - 24
## 99       Kasvatettu      BAU Female     Whitefish            TEQ 20 - 24
## 100      Kasvatettu      BAU   Male     Whitefish            TEQ 20 - 24
## 101     Kaupallinen      BAU Female  Average fish           PFAS 25 - 29
## 102      Muu tuonti      BAU Female  Average fish           PFAS 25 - 29
## 103      Vapaa-ajan      BAU Female  Average fish           PFAS 25 - 29
## 104     Kaupallinen      BAU   Male  Average fish           PFAS 25 - 29
## 105      Muu tuonti      BAU   Male  Average fish           PFAS 25 - 29
## 106      Vapaa-ajan      BAU   Male  Average fish           PFAS 25 - 29
## 107         Silakka      BAU Female       Herring           PFAS 25 - 29
## 108         Silakka      BAU   Male       Herring           PFAS 25 - 29
## 109       Kirjolohi      BAU Female Rainbow trout           PFAS 25 - 29
## 110 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 25 - 29
## 111       Kirjolohi      BAU   Male Rainbow trout           PFAS 25 - 29
## 112 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 25 - 29
## 113      Tuontilohi      BAU Female        Salmon           PFAS 25 - 29
## 114      Tuontilohi      BAU   Male        Salmon           PFAS 25 - 29
## 115      Kasvatettu      BAU Female     Whitefish           PFAS 25 - 29
## 116      Kasvatettu      BAU   Male     Whitefish           PFAS 25 - 29
## 117      Tuontilohi      BAU Female        Salmon            TEQ 25 - 29
## 118      Tuontilohi      BAU   Male        Salmon            TEQ 25 - 29
## 119      Kasvatettu      BAU Female     Whitefish            TEQ 25 - 29
## 120      Kasvatettu      BAU   Male     Whitefish            TEQ 25 - 29
## 121     Kaupallinen      BAU Female  Average fish           PFAS 30 - 34
## 122      Muu tuonti      BAU Female  Average fish           PFAS 30 - 34
## 123      Vapaa-ajan      BAU Female  Average fish           PFAS 30 - 34
## 124     Kaupallinen      BAU   Male  Average fish           PFAS 30 - 34
## 125      Muu tuonti      BAU   Male  Average fish           PFAS 30 - 34
## 126      Vapaa-ajan      BAU   Male  Average fish           PFAS 30 - 34
## 127         Silakka      BAU Female       Herring           PFAS 30 - 34
## 128         Silakka      BAU   Male       Herring           PFAS 30 - 34
## 129       Kirjolohi      BAU Female Rainbow trout           PFAS 30 - 34
## 130 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 30 - 34
## 131       Kirjolohi      BAU   Male Rainbow trout           PFAS 30 - 34
## 132 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 30 - 34
## 133      Tuontilohi      BAU Female        Salmon           PFAS 30 - 34
## 134      Tuontilohi      BAU   Male        Salmon           PFAS 30 - 34
## 135      Kasvatettu      BAU Female     Whitefish           PFAS 30 - 34
## 136      Kasvatettu      BAU   Male     Whitefish           PFAS 30 - 34
## 137      Tuontilohi      BAU Female        Salmon            TEQ 30 - 34
## 138      Tuontilohi      BAU   Male        Salmon            TEQ 30 - 34
## 139      Kasvatettu      BAU Female     Whitefish            TEQ 30 - 34
## 140      Kasvatettu      BAU   Male     Whitefish            TEQ 30 - 34
## 141     Kaupallinen      BAU Female  Average fish           PFAS 35 - 39
## 142      Muu tuonti      BAU Female  Average fish           PFAS 35 - 39
## 143      Vapaa-ajan      BAU Female  Average fish           PFAS 35 - 39
## 144     Kaupallinen      BAU   Male  Average fish           PFAS 35 - 39
## 145      Muu tuonti      BAU   Male  Average fish           PFAS 35 - 39
## 146      Vapaa-ajan      BAU   Male  Average fish           PFAS 35 - 39
## 147         Silakka      BAU Female       Herring           PFAS 35 - 39
## 148         Silakka      BAU   Male       Herring           PFAS 35 - 39
## 149       Kirjolohi      BAU Female Rainbow trout           PFAS 35 - 39
## 150 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 35 - 39
## 151       Kirjolohi      BAU   Male Rainbow trout           PFAS 35 - 39
## 152 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 35 - 39
## 153      Tuontilohi      BAU Female        Salmon           PFAS 35 - 39
## 154      Tuontilohi      BAU   Male        Salmon           PFAS 35 - 39
## 155      Kasvatettu      BAU Female     Whitefish           PFAS 35 - 39
## 156      Kasvatettu      BAU   Male     Whitefish           PFAS 35 - 39
## 157      Tuontilohi      BAU Female        Salmon            TEQ 35 - 39
## 158      Tuontilohi      BAU   Male        Salmon            TEQ 35 - 39
## 159      Kasvatettu      BAU Female     Whitefish            TEQ 35 - 39
## 160      Kasvatettu      BAU   Male     Whitefish            TEQ 35 - 39
## 161     Kaupallinen      BAU Female  Average fish           PFAS 40 - 44
## 162      Muu tuonti      BAU Female  Average fish           PFAS 40 - 44
## 163      Vapaa-ajan      BAU Female  Average fish           PFAS 40 - 44
## 164     Kaupallinen      BAU   Male  Average fish           PFAS 40 - 44
## 165      Muu tuonti      BAU   Male  Average fish           PFAS 40 - 44
## 166      Vapaa-ajan      BAU   Male  Average fish           PFAS 40 - 44
## 167         Silakka      BAU Female       Herring           PFAS 40 - 44
## 168         Silakka      BAU   Male       Herring           PFAS 40 - 44
## 169       Kirjolohi      BAU Female Rainbow trout           PFAS 40 - 44
## 170 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 40 - 44
## 171       Kirjolohi      BAU   Male Rainbow trout           PFAS 40 - 44
## 172 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 40 - 44
## 173      Tuontilohi      BAU Female        Salmon           PFAS 40 - 44
## 174      Tuontilohi      BAU   Male        Salmon           PFAS 40 - 44
## 175      Kasvatettu      BAU Female     Whitefish           PFAS 40 - 44
## 176      Kasvatettu      BAU   Male     Whitefish           PFAS 40 - 44
## 177      Tuontilohi      BAU Female        Salmon            TEQ 40 - 44
## 178      Tuontilohi      BAU   Male        Salmon            TEQ 40 - 44
## 179      Kasvatettu      BAU Female     Whitefish            TEQ 40 - 44
## 180      Kasvatettu      BAU   Male     Whitefish            TEQ 40 - 44
## 181     Kaupallinen      BAU Female  Average fish           PFAS 45 - 49
## 182      Muu tuonti      BAU Female  Average fish           PFAS 45 - 49
## 183      Vapaa-ajan      BAU Female  Average fish           PFAS 45 - 49
## 184     Kaupallinen      BAU   Male  Average fish           PFAS 45 - 49
## 185      Muu tuonti      BAU   Male  Average fish           PFAS 45 - 49
## 186      Vapaa-ajan      BAU   Male  Average fish           PFAS 45 - 49
## 187         Silakka      BAU Female       Herring           PFAS 45 - 49
## 188         Silakka      BAU   Male       Herring           PFAS 45 - 49
## 189       Kirjolohi      BAU Female Rainbow trout           PFAS 45 - 49
## 190 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 45 - 49
## 191       Kirjolohi      BAU   Male Rainbow trout           PFAS 45 - 49
## 192 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 45 - 49
## 193      Tuontilohi      BAU Female        Salmon           PFAS 45 - 49
## 194      Tuontilohi      BAU   Male        Salmon           PFAS 45 - 49
## 195      Kasvatettu      BAU Female     Whitefish           PFAS 45 - 49
## 196      Kasvatettu      BAU   Male     Whitefish           PFAS 45 - 49
## 197      Tuontilohi      BAU Female        Salmon            TEQ 45 - 49
## 198      Tuontilohi      BAU   Male        Salmon            TEQ 45 - 49
## 199      Kasvatettu      BAU Female     Whitefish            TEQ 45 - 49
## 200      Kasvatettu      BAU   Male     Whitefish            TEQ 45 - 49
## 201     Kaupallinen      BAU Female  Average fish           PFAS 50 - 54
## 202      Muu tuonti      BAU Female  Average fish           PFAS 50 - 54
## 203      Vapaa-ajan      BAU Female  Average fish           PFAS 50 - 54
## 204     Kaupallinen      BAU   Male  Average fish           PFAS 50 - 54
## 205      Muu tuonti      BAU   Male  Average fish           PFAS 50 - 54
## 206      Vapaa-ajan      BAU   Male  Average fish           PFAS 50 - 54
## 207         Silakka      BAU Female       Herring           PFAS 50 - 54
## 208         Silakka      BAU   Male       Herring           PFAS 50 - 54
## 209       Kirjolohi      BAU Female Rainbow trout           PFAS 50 - 54
## 210 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 50 - 54
## 211       Kirjolohi      BAU   Male Rainbow trout           PFAS 50 - 54
## 212 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 50 - 54
## 213      Tuontilohi      BAU Female        Salmon           PFAS 50 - 54
## 214      Tuontilohi      BAU   Male        Salmon           PFAS 50 - 54
## 215      Kasvatettu      BAU Female     Whitefish           PFAS 50 - 54
## 216      Kasvatettu      BAU   Male     Whitefish           PFAS 50 - 54
## 217      Tuontilohi      BAU Female        Salmon            TEQ 50 - 54
## 218      Tuontilohi      BAU   Male        Salmon            TEQ 50 - 54
## 219      Kasvatettu      BAU Female     Whitefish            TEQ 50 - 54
## 220      Kasvatettu      BAU   Male     Whitefish            TEQ 50 - 54
## 221     Kaupallinen      BAU Female  Average fish           PFAS 55 - 59
## 222      Muu tuonti      BAU Female  Average fish           PFAS 55 - 59
## 223      Vapaa-ajan      BAU Female  Average fish           PFAS 55 - 59
## 224     Kaupallinen      BAU   Male  Average fish           PFAS 55 - 59
## 225      Muu tuonti      BAU   Male  Average fish           PFAS 55 - 59
## 226      Vapaa-ajan      BAU   Male  Average fish           PFAS 55 - 59
## 227         Silakka      BAU Female       Herring           PFAS 55 - 59
## 228         Silakka      BAU   Male       Herring           PFAS 55 - 59
## 229       Kirjolohi      BAU Female Rainbow trout           PFAS 55 - 59
## 230 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 55 - 59
## 231       Kirjolohi      BAU   Male Rainbow trout           PFAS 55 - 59
## 232 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 55 - 59
## 233      Tuontilohi      BAU Female        Salmon           PFAS 55 - 59
## 234      Tuontilohi      BAU   Male        Salmon           PFAS 55 - 59
## 235      Kasvatettu      BAU Female     Whitefish           PFAS 55 - 59
## 236      Kasvatettu      BAU   Male     Whitefish           PFAS 55 - 59
## 237      Tuontilohi      BAU Female        Salmon            TEQ 55 - 59
## 238      Tuontilohi      BAU   Male        Salmon            TEQ 55 - 59
## 239      Kasvatettu      BAU Female     Whitefish            TEQ 55 - 59
## 240      Kasvatettu      BAU   Male     Whitefish            TEQ 55 - 59
## 241     Kaupallinen      BAU Female  Average fish           PFAS 60 - 64
## 242      Muu tuonti      BAU Female  Average fish           PFAS 60 - 64
## 243      Vapaa-ajan      BAU Female  Average fish           PFAS 60 - 64
## 244     Kaupallinen      BAU   Male  Average fish           PFAS 60 - 64
## 245      Muu tuonti      BAU   Male  Average fish           PFAS 60 - 64
## 246      Vapaa-ajan      BAU   Male  Average fish           PFAS 60 - 64
## 247         Silakka      BAU Female       Herring           PFAS 60 - 64
## 248         Silakka      BAU   Male       Herring           PFAS 60 - 64
## 249       Kirjolohi      BAU Female Rainbow trout           PFAS 60 - 64
## 250 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 60 - 64
## 251       Kirjolohi      BAU   Male Rainbow trout           PFAS 60 - 64
## 252 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 60 - 64
## 253      Tuontilohi      BAU Female        Salmon           PFAS 60 - 64
## 254      Tuontilohi      BAU   Male        Salmon           PFAS 60 - 64
## 255      Kasvatettu      BAU Female     Whitefish           PFAS 60 - 64
## 256      Kasvatettu      BAU   Male     Whitefish           PFAS 60 - 64
## 257      Tuontilohi      BAU Female        Salmon            TEQ 60 - 64
## 258      Tuontilohi      BAU   Male        Salmon            TEQ 60 - 64
## 259      Kasvatettu      BAU Female     Whitefish            TEQ 60 - 64
## 260      Kasvatettu      BAU   Male     Whitefish            TEQ 60 - 64
## 261     Kaupallinen      BAU Female  Average fish           PFAS 65 - 69
## 262      Muu tuonti      BAU Female  Average fish           PFAS 65 - 69
## 263      Vapaa-ajan      BAU Female  Average fish           PFAS 65 - 69
## 264     Kaupallinen      BAU   Male  Average fish           PFAS 65 - 69
## 265      Muu tuonti      BAU   Male  Average fish           PFAS 65 - 69
## 266      Vapaa-ajan      BAU   Male  Average fish           PFAS 65 - 69
## 267         Silakka      BAU Female       Herring           PFAS 65 - 69
## 268         Silakka      BAU   Male       Herring           PFAS 65 - 69
## 269       Kirjolohi      BAU Female Rainbow trout           PFAS 65 - 69
## 270 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 65 - 69
## 271       Kirjolohi      BAU   Male Rainbow trout           PFAS 65 - 69
## 272 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 65 - 69
## 273      Tuontilohi      BAU Female        Salmon           PFAS 65 - 69
## 274      Tuontilohi      BAU   Male        Salmon           PFAS 65 - 69
## 275      Kasvatettu      BAU Female     Whitefish           PFAS 65 - 69
## 276      Kasvatettu      BAU   Male     Whitefish           PFAS 65 - 69
## 277      Tuontilohi      BAU Female        Salmon            TEQ 65 - 69
## 278      Tuontilohi      BAU   Male        Salmon            TEQ 65 - 69
## 279      Kasvatettu      BAU Female     Whitefish            TEQ 65 - 69
## 280      Kasvatettu      BAU   Male     Whitefish            TEQ 65 - 69
## 281     Kaupallinen      BAU Female  Average fish           PFAS 70 - 74
## 282      Muu tuonti      BAU Female  Average fish           PFAS 70 - 74
## 283      Vapaa-ajan      BAU Female  Average fish           PFAS 70 - 74
## 284     Kaupallinen      BAU   Male  Average fish           PFAS 70 - 74
## 285      Muu tuonti      BAU   Male  Average fish           PFAS 70 - 74
## 286      Vapaa-ajan      BAU   Male  Average fish           PFAS 70 - 74
## 287         Silakka      BAU Female       Herring           PFAS 70 - 74
## 288         Silakka      BAU   Male       Herring           PFAS 70 - 74
## 289       Kirjolohi      BAU Female Rainbow trout           PFAS 70 - 74
## 290 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 70 - 74
## 291       Kirjolohi      BAU   Male Rainbow trout           PFAS 70 - 74
## 292 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 70 - 74
## 293      Tuontilohi      BAU Female        Salmon           PFAS 70 - 74
## 294      Tuontilohi      BAU   Male        Salmon           PFAS 70 - 74
## 295      Kasvatettu      BAU Female     Whitefish           PFAS 70 - 74
## 296      Kasvatettu      BAU   Male     Whitefish           PFAS 70 - 74
## 297      Tuontilohi      BAU Female        Salmon            TEQ 70 - 74
## 298      Tuontilohi      BAU   Male        Salmon            TEQ 70 - 74
## 299      Kasvatettu      BAU Female     Whitefish            TEQ 70 - 74
## 300      Kasvatettu      BAU   Male     Whitefish            TEQ 70 - 74
## 301     Kaupallinen      BAU Female  Average fish           PFAS 75 - 79
## 302      Muu tuonti      BAU Female  Average fish           PFAS 75 - 79
## 303      Vapaa-ajan      BAU Female  Average fish           PFAS 75 - 79
## 304     Kaupallinen      BAU   Male  Average fish           PFAS 75 - 79
## 305      Muu tuonti      BAU   Male  Average fish           PFAS 75 - 79
## 306      Vapaa-ajan      BAU   Male  Average fish           PFAS 75 - 79
## 307         Silakka      BAU Female       Herring           PFAS 75 - 79
## 308         Silakka      BAU   Male       Herring           PFAS 75 - 79
## 309       Kirjolohi      BAU Female Rainbow trout           PFAS 75 - 79
## 310 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 75 - 79
## 311       Kirjolohi      BAU   Male Rainbow trout           PFAS 75 - 79
## 312 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 75 - 79
## 313      Tuontilohi      BAU Female        Salmon           PFAS 75 - 79
## 314      Tuontilohi      BAU   Male        Salmon           PFAS 75 - 79
## 315      Kasvatettu      BAU Female     Whitefish           PFAS 75 - 79
## 316      Kasvatettu      BAU   Male     Whitefish           PFAS 75 - 79
## 317      Tuontilohi      BAU Female        Salmon            TEQ 75 - 79
## 318      Tuontilohi      BAU   Male        Salmon            TEQ 75 - 79
## 319      Kasvatettu      BAU Female     Whitefish            TEQ 75 - 79
## 320      Kasvatettu      BAU   Male     Whitefish            TEQ 75 - 79
## 321     Kaupallinen      BAU Female  Average fish           PFAS 80 - 84
## 322      Muu tuonti      BAU Female  Average fish           PFAS 80 - 84
## 323      Vapaa-ajan      BAU Female  Average fish           PFAS 80 - 84
## 324     Kaupallinen      BAU   Male  Average fish           PFAS 80 - 84
## 325      Muu tuonti      BAU   Male  Average fish           PFAS 80 - 84
## 326      Vapaa-ajan      BAU   Male  Average fish           PFAS 80 - 84
## 327         Silakka      BAU Female       Herring           PFAS 80 - 84
## 328         Silakka      BAU   Male       Herring           PFAS 80 - 84
## 329       Kirjolohi      BAU Female Rainbow trout           PFAS 80 - 84
## 330 Tuontikirjolohi      BAU Female Rainbow trout           PFAS 80 - 84
## 331       Kirjolohi      BAU   Male Rainbow trout           PFAS 80 - 84
## 332 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS 80 - 84
## 333      Tuontilohi      BAU Female        Salmon           PFAS 80 - 84
## 334      Tuontilohi      BAU   Male        Salmon           PFAS 80 - 84
## 335      Kasvatettu      BAU Female     Whitefish           PFAS 80 - 84
## 336      Kasvatettu      BAU   Male     Whitefish           PFAS 80 - 84
## 337      Tuontilohi      BAU Female        Salmon            TEQ 80 - 84
## 338      Tuontilohi      BAU   Male        Salmon            TEQ 80 - 84
## 339      Kasvatettu      BAU Female     Whitefish            TEQ 80 - 84
## 340      Kasvatettu      BAU   Male     Whitefish            TEQ 80 - 84
## 341     Kaupallinen      BAU Female  Average fish           PFAS     85+
## 342      Muu tuonti      BAU Female  Average fish           PFAS     85+
## 343      Vapaa-ajan      BAU Female  Average fish           PFAS     85+
## 344     Kaupallinen      BAU   Male  Average fish           PFAS     85+
## 345      Muu tuonti      BAU   Male  Average fish           PFAS     85+
## 346      Vapaa-ajan      BAU   Male  Average fish           PFAS     85+
## 347         Silakka      BAU Female       Herring           PFAS     85+
## 348         Silakka      BAU   Male       Herring           PFAS     85+
## 349       Kirjolohi      BAU Female Rainbow trout           PFAS     85+
## 350 Tuontikirjolohi      BAU Female Rainbow trout           PFAS     85+
## 351       Kirjolohi      BAU   Male Rainbow trout           PFAS     85+
## 352 Tuontikirjolohi      BAU   Male Rainbow trout           PFAS     85+
## 353      Tuontilohi      BAU Female        Salmon           PFAS     85+
## 354      Tuontilohi      BAU   Male        Salmon           PFAS     85+
## 355      Kasvatettu      BAU Female     Whitefish           PFAS     85+
## 356      Kasvatettu      BAU   Male     Whitefish           PFAS     85+
## 357      Tuontilohi      BAU Female        Salmon            TEQ     85+
## 358      Tuontilohi      BAU   Male        Salmon            TEQ     85+
## 359      Kasvatettu      BAU Female     Whitefish            TEQ     85+
## 360      Kasvatettu      BAU   Male     Whitefish            TEQ     85+
##     Exposure        mean
## 1   To child  1.97594076
## 2   To child 17.28948165
## 3   To child  6.11306673
## 4   To child  2.96391114
## 5   To child 25.93422248
## 6   To child  9.16960009
## 7   To child  0.05909255
## 8   To child  0.08863883
## 9   To child  1.15277344
## 10  To child  0.82586754
## 11  To child  1.72916017
## 12  To child  1.23880131
## 13  To child  1.68266495
## 14  To child  2.52399742
## 15  To child  0.37611250
## 16  To child  0.56416876
## 17  To child 24.58683001
## 18  To child 36.88024502
## 19  To child  0.17963311
## 20  To child  0.26944967
## 21  To child  1.97594076
## 22  To child 17.28948165
## 23  To child  6.11306673
## 24  To child  2.96391114
## 25  To child 25.93422248
## 26  To child  9.16960009
## 27  To child  0.05909255
## 28  To child  0.08863883
## 29  To child  1.15277344
## 30  To child  0.82586754
## 31  To child  1.72916017
## 32  To child  1.23880131
## 33  To child  1.68266495
## 34  To child  2.52399742
## 35  To child  0.37611250
## 36  To child  0.56416876
## 37  To child 24.58683001
## 38  To child 36.88024502
## 39  To child  0.17963311
## 40  To child  0.26944967
## 41  To child  1.97594076
## 42  To child 17.28948165
## 43  To child  6.11306673
## 44  To child  2.96391114
## 45  To child 25.93422248
## 46  To child  9.16960009
## 47  To child  0.05909255
## 48  To child  0.08863883
## 49  To child  1.15277344
## 50  To child  0.82586754
## 51  To child  1.72916017
## 52  To child  1.23880131
## 53  To child  1.68266495
## 54  To child  2.52399742
## 55  To child  0.37611250
## 56  To child  0.56416876
## 57  To child 24.58683001
## 58  To child 36.88024502
## 59  To child  0.17963311
## 60  To child  0.26944967
## 61  To child  1.97594076
## 62  To child 17.28948165
## 63  To child  6.11306673
## 64  To child  2.96391114
## 65  To child 25.93422248
## 66  To child  9.16960009
## 67  To child  0.05909255
## 68  To child  0.08863883
## 69  To child  1.15277344
## 70  To child  0.82586754
## 71  To child  1.72916017
## 72  To child  1.23880131
## 73  To child  1.68266495
## 74  To child  2.52399742
## 75  To child  0.37611250
## 76  To child  0.56416876
## 77  To child 24.58683001
## 78  To child 36.88024502
## 79  To child  0.17963311
## 80  To child  0.26944967
## 81  To child  1.97594076
## 82  To child 17.28948165
## 83  To child  6.11306673
## 84  To child  2.96391114
## 85  To child 25.93422248
## 86  To child  9.16960009
## 87  To child  0.05909255
## 88  To child  0.08863883
## 89  To child  1.15277344
## 90  To child  0.82586754
## 91  To child  1.72916017
## 92  To child  1.23880131
## 93  To child  1.68266495
## 94  To child  2.52399742
## 95  To child  0.37611250
## 96  To child  0.56416876
## 97  To child 24.58683001
## 98  To child 36.88024502
## 99  To child  0.17963311
## 100 To child  0.26944967
## 101 To child  1.97594076
## 102 To child 17.28948165
## 103 To child  6.11306673
## 104 To child  2.96391114
## 105 To child 25.93422248
## 106 To child  9.16960009
## 107 To child  0.05909255
## 108 To child  0.08863883
## 109 To child  1.15277344
## 110 To child  0.82586754
## 111 To child  1.72916017
## 112 To child  1.23880131
## 113 To child  1.68266495
## 114 To child  2.52399742
## 115 To child  0.37611250
## 116 To child  0.56416876
## 117 To child 24.58683001
## 118 To child 36.88024502
## 119 To child  0.17963311
## 120 To child  0.26944967
## 121 To child  1.97594076
## 122 To child 17.28948165
## 123 To child  6.11306673
## 124 To child  2.96391114
## 125 To child 25.93422248
## 126 To child  9.16960009
## 127 To child  0.05909255
## 128 To child  0.08863883
## 129 To child  1.15277344
## 130 To child  0.82586754
## 131 To child  1.72916017
## 132 To child  1.23880131
## 133 To child  1.68266495
## 134 To child  2.52399742
## 135 To child  0.37611250
## 136 To child  0.56416876
## 137 To child 24.58683001
## 138 To child 36.88024502
## 139 To child  0.17963311
## 140 To child  0.26944967
## 141 To child  1.97594076
## 142 To child 17.28948165
## 143 To child  6.11306673
## 144 To child  2.96391114
## 145 To child 25.93422248
## 146 To child  9.16960009
## 147 To child  0.05909255
## 148 To child  0.08863883
## 149 To child  1.15277344
## 150 To child  0.82586754
## 151 To child  1.72916017
## 152 To child  1.23880131
## 153 To child  1.68266495
## 154 To child  2.52399742
## 155 To child  0.37611250
## 156 To child  0.56416876
## 157 To child 24.58683001
## 158 To child 36.88024502
## 159 To child  0.17963311
## 160 To child  0.26944967
## 161 To child  1.97594076
## 162 To child 17.28948165
## 163 To child  6.11306673
## 164 To child  2.96391114
## 165 To child 25.93422248
## 166 To child  9.16960009
## 167 To child  0.05909255
## 168 To child  0.08863883
## 169 To child  1.15277344
## 170 To child  0.82586754
## 171 To child  1.72916017
## 172 To child  1.23880131
## 173 To child  1.68266495
## 174 To child  2.52399742
## 175 To child  0.37611250
## 176 To child  0.56416876
## 177 To child 24.58683001
## 178 To child 36.88024502
## 179 To child  0.17963311
## 180 To child  0.26944967
## 181 To child  1.97594076
## 182 To child 17.28948165
## 183 To child  6.11306673
## 184 To child  2.96391114
## 185 To child 25.93422248
## 186 To child  9.16960009
## 187 To child  0.05909255
## 188 To child  0.08863883
## 189 To child  1.15277344
## 190 To child  0.82586754
## 191 To child  1.72916017
## 192 To child  1.23880131
## 193 To child  1.68266495
## 194 To child  2.52399742
## 195 To child  0.37611250
## 196 To child  0.56416876
## 197 To child 24.58683001
## 198 To child 36.88024502
## 199 To child  0.17963311
## 200 To child  0.26944967
## 201 To child  1.97594076
## 202 To child 17.28948165
## 203 To child  6.11306673
## 204 To child  2.96391114
## 205 To child 25.93422248
## 206 To child  9.16960009
## 207 To child  0.05909255
## 208 To child  0.08863883
## 209 To child  1.15277344
## 210 To child  0.82586754
## 211 To child  1.72916017
## 212 To child  1.23880131
## 213 To child  1.68266495
## 214 To child  2.52399742
## 215 To child  0.37611250
## 216 To child  0.56416876
## 217 To child 24.58683001
## 218 To child 36.88024502
## 219 To child  0.17963311
## 220 To child  0.26944967
## 221 To child  1.97594076
## 222 To child 17.28948165
## 223 To child  6.11306673
## 224 To child  2.96391114
## 225 To child 25.93422248
## 226 To child  9.16960009
## 227 To child  0.05909255
## 228 To child  0.08863883
## 229 To child  1.15277344
## 230 To child  0.82586754
## 231 To child  1.72916017
## 232 To child  1.23880131
## 233 To child  1.68266495
## 234 To child  2.52399742
## 235 To child  0.37611250
## 236 To child  0.56416876
## 237 To child 24.58683001
## 238 To child 36.88024502
## 239 To child  0.17963311
## 240 To child  0.26944967
## 241 To child  1.97594076
## 242 To child 17.28948165
## 243 To child  6.11306673
## 244 To child  2.96391114
## 245 To child 25.93422248
## 246 To child  9.16960009
## 247 To child  0.05909255
## 248 To child  0.08863883
## 249 To child  1.15277344
## 250 To child  0.82586754
## 251 To child  1.72916017
## 252 To child  1.23880131
## 253 To child  1.68266495
## 254 To child  2.52399742
## 255 To child  0.37611250
## 256 To child  0.56416876
## 257 To child 24.58683001
## 258 To child 36.88024502
## 259 To child  0.17963311
## 260 To child  0.26944967
## 261 To child  1.97594076
## 262 To child 17.28948165
## 263 To child  6.11306673
## 264 To child  2.96391114
## 265 To child 25.93422248
## 266 To child  9.16960009
## 267 To child  0.05909255
## 268 To child  0.08863883
## 269 To child  1.15277344
## 270 To child  0.82586754
## 271 To child  1.72916017
## 272 To child  1.23880131
## 273 To child  1.68266495
## 274 To child  2.52399742
## 275 To child  0.37611250
## 276 To child  0.56416876
## 277 To child 24.58683001
## 278 To child 36.88024502
## 279 To child  0.17963311
## 280 To child  0.26944967
## 281 To child  1.97594076
## 282 To child 17.28948165
## 283 To child  6.11306673
## 284 To child  2.96391114
## 285 To child 25.93422248
## 286 To child  9.16960009
## 287 To child  0.05909255
## 288 To child  0.08863883
## 289 To child  1.15277344
## 290 To child  0.82586754
## 291 To child  1.72916017
## 292 To child  1.23880131
## 293 To child  1.68266495
## 294 To child  2.52399742
## 295 To child  0.37611250
## 296 To child  0.56416876
## 297 To child 24.58683001
## 298 To child 36.88024502
## 299 To child  0.17963311
## 300 To child  0.26944967
## 301 To child  1.97594076
## 302 To child 17.28948165
## 303 To child  6.11306673
## 304 To child  2.96391114
## 305 To child 25.93422248
## 306 To child  9.16960009
## 307 To child  0.05909255
## 308 To child  0.08863883
## 309 To child  1.15277344
## 310 To child  0.82586754
## 311 To child  1.72916017
## 312 To child  1.23880131
## 313 To child  1.68266495
## 314 To child  2.52399742
## 315 To child  0.37611250
## 316 To child  0.56416876
## 317 To child 24.58683001
## 318 To child 36.88024502
## 319 To child  0.17963311
## 320 To child  0.26944967
## 321 To child  1.97594076
## 322 To child 17.28948165
## 323 To child  6.11306673
## 324 To child  2.96391114
## 325 To child 25.93422248
## 326 To child  9.16960009
## 327 To child  0.05909255
## 328 To child  0.08863883
## 329 To child  1.15277344
## 330 To child  0.82586754
## 331 To child  1.72916017
## 332 To child  1.23880131
## 333 To child  1.68266495
## 334 To child  2.52399742
## 335 To child  0.37611250
## 336 To child  0.56416876
## 337 To child 24.58683001
## 338 To child 36.88024502
## 339 To child  0.17963311
## 340 To child  0.26944967
## 341 To child  1.97594076
## 342 To child 17.28948165
## 343 To child  6.11306673
## 344 To child  2.96391114
## 345 To child 25.93422248
## 346 To child  9.16960009
## 347 To child  0.05909255
## 348 To child  0.08863883
## 349 To child  1.15277344
## 350 To child  0.82586754
## 351 To child  1.72916017
## 352 To child  1.23880131
## 353 To child  1.68266495
## 354 To child  2.52399742
## 355 To child  0.37611250
## 356 To child  0.56416876
## 357 To child 24.58683001
## 358 To child 36.88024502
## 359 To child  0.17963311
## 360 To child  0.26944967
oprint(summary(exposure,"mean"))
##     Scenario Gender Exposure_agent     Age Exposure       mean
## 1        BAU Female            ALA   0 - 4   Direct 109.373568
## 2        BAU   Male            ALA   0 - 4   Direct 164.060352
## 3        BAU Female            DHA   0 - 4   Direct 173.270145
## 4        BAU   Male            DHA   0 - 4   Direct 257.405217
## 5        BAU Female            EPA   0 - 4   Direct  30.000000
## 6        BAU   Male            EPA   0 - 4   Direct  42.500000
## 7        BAU Female           Fish   0 - 4   Direct  31.108334
## 8        BAU   Male           Fish   0 - 4   Direct  46.662500
## 9        BAU Female           MeHg   0 - 4   Direct   9.942899
## 10       BAU   Male           MeHg   0 - 4   Direct  14.914349
## 11       BAU Female         Omega3   0 - 4   Direct 489.287068
## 12       BAU   Male         Omega3   0 - 4   Direct 728.930601
## 13       BAU Female           PFAS   0 - 4   Direct 524.082572
## 14       BAU   Male           PFAS   0 - 4   Direct 786.123858
## 15       BAU Female            TEQ   0 - 4   Direct 188.726596
## 16       BAU   Male            TEQ   0 - 4   Direct 283.089894
## 17       BAU Female      Vitamin D   0 - 4   Direct   5.555790
## 18       BAU   Male      Vitamin D   0 - 4   Direct   8.558685
## 19       BAU Female            ALA   5 - 9   Direct 109.373568
## 20       BAU   Male            ALA   5 - 9   Direct 164.060352
## 21       BAU Female            DHA   5 - 9   Direct 173.270145
## 22       BAU   Male            DHA   5 - 9   Direct 257.405217
## 23       BAU Female            EPA   5 - 9   Direct  30.000000
## 24       BAU   Male            EPA   5 - 9   Direct  42.500000
## 25       BAU Female           Fish   5 - 9   Direct  31.108334
## 26       BAU   Male           Fish   5 - 9   Direct  46.662500
## 27       BAU Female           MeHg   5 - 9   Direct   9.942899
## 28       BAU   Male           MeHg   5 - 9   Direct  14.914349
## 29       BAU Female         Omega3   5 - 9   Direct 489.287068
## 30       BAU   Male         Omega3   5 - 9   Direct 728.930601
## 31       BAU Female           PFAS   5 - 9   Direct 524.082572
## 32       BAU   Male           PFAS   5 - 9   Direct 786.123858
## 33       BAU Female            TEQ   5 - 9   Direct 188.726596
## 34       BAU   Male            TEQ   5 - 9   Direct 283.089894
## 35       BAU Female      Vitamin D   5 - 9   Direct   5.555790
## 36       BAU   Male      Vitamin D   5 - 9   Direct   8.558685
## 37       BAU Female            ALA 10 - 14   Direct 109.373568
## 38       BAU   Male            ALA 10 - 14   Direct 164.060352
## 39       BAU Female            DHA 10 - 14   Direct 173.270145
## 40       BAU   Male            DHA 10 - 14   Direct 257.405217
## 41       BAU Female            EPA 10 - 14   Direct  30.000000
## 42       BAU   Male            EPA 10 - 14   Direct  42.500000
## 43       BAU Female           Fish 10 - 14   Direct  31.108334
## 44       BAU   Male           Fish 10 - 14   Direct  46.662500
## 45       BAU Female           MeHg 10 - 14   Direct   9.942899
## 46       BAU   Male           MeHg 10 - 14   Direct  14.914349
## 47       BAU Female         Omega3 10 - 14   Direct 489.287068
## 48       BAU   Male         Omega3 10 - 14   Direct 728.930601
## 49       BAU Female           PFAS 10 - 14   Direct 524.082572
## 50       BAU   Male           PFAS 10 - 14   Direct 786.123858
## 51       BAU Female            TEQ 10 - 14   Direct 188.726596
## 52       BAU   Male            TEQ 10 - 14   Direct 283.089894
## 53       BAU Female      Vitamin D 10 - 14   Direct   5.555790
## 54       BAU   Male      Vitamin D 10 - 14   Direct   8.558685
## 55       BAU Female            ALA 15 - 19   Direct 109.373568
## 56       BAU   Male            ALA 15 - 19   Direct 164.060352
## 57       BAU Female            DHA 15 - 19   Direct 173.270145
## 58       BAU   Male            DHA 15 - 19   Direct 257.405217
## 59       BAU Female            EPA 15 - 19   Direct  30.000000
## 60       BAU   Male            EPA 15 - 19   Direct  42.500000
## 61       BAU Female           Fish 15 - 19   Direct  31.108334
## 62       BAU   Male           Fish 15 - 19   Direct  46.662500
## 63       BAU Female           MeHg 15 - 19   Direct   9.942899
## 64       BAU   Male           MeHg 15 - 19   Direct  14.914349
## 65       BAU Female         Omega3 15 - 19   Direct 489.287068
## 66       BAU   Male         Omega3 15 - 19   Direct 728.930601
## 67       BAU Female           PFAS 15 - 19   Direct 524.082572
## 68       BAU   Male           PFAS 15 - 19   Direct 786.123858
## 69       BAU Female            TEQ 15 - 19   Direct 188.726596
## 70       BAU   Male            TEQ 15 - 19   Direct 283.089894
## 71       BAU Female      Vitamin D 15 - 19   Direct   5.555790
## 72       BAU   Male      Vitamin D 15 - 19   Direct   8.558685
## 73       BAU Female            ALA 20 - 24   Direct 109.373568
## 74       BAU   Male            ALA 20 - 24   Direct 164.060352
## 75       BAU Female            DHA 20 - 24   Direct 173.270145
## 76       BAU   Male            DHA 20 - 24   Direct 257.405217
## 77       BAU Female            EPA 20 - 24   Direct  30.000000
## 78       BAU   Male            EPA 20 - 24   Direct  42.500000
## 79       BAU Female           Fish 20 - 24   Direct  31.108334
## 80       BAU   Male           Fish 20 - 24   Direct  46.662500
## 81       BAU Female           MeHg 20 - 24   Direct   9.942899
## 82       BAU   Male           MeHg 20 - 24   Direct  14.914349
## 83       BAU Female         Omega3 20 - 24   Direct 489.287068
## 84       BAU   Male         Omega3 20 - 24   Direct 728.930601
## 85       BAU Female           PFAS 20 - 24   Direct 524.082572
## 86       BAU   Male           PFAS 20 - 24   Direct 786.123858
## 87       BAU Female            TEQ 20 - 24   Direct 188.726596
## 88       BAU   Male            TEQ 20 - 24   Direct 283.089894
## 89       BAU Female      Vitamin D 20 - 24   Direct   5.555790
## 90       BAU   Male      Vitamin D 20 - 24   Direct   8.558685
## 91       BAU Female            ALA 25 - 29   Direct 109.373568
## 92       BAU   Male            ALA 25 - 29   Direct 164.060352
## 93       BAU Female            DHA 25 - 29   Direct 173.270145
## 94       BAU   Male            DHA 25 - 29   Direct 257.405217
## 95       BAU Female            EPA 25 - 29   Direct  30.000000
## 96       BAU   Male            EPA 25 - 29   Direct  42.500000
## 97       BAU Female           Fish 25 - 29   Direct  31.108334
## 98       BAU   Male           Fish 25 - 29   Direct  46.662500
## 99       BAU Female           MeHg 25 - 29   Direct   9.942899
## 100      BAU   Male           MeHg 25 - 29   Direct  14.914349
## 101      BAU Female         Omega3 25 - 29   Direct 489.287068
## 102      BAU   Male         Omega3 25 - 29   Direct 728.930601
## 103      BAU Female           PFAS 25 - 29   Direct 524.082572
## 104      BAU   Male           PFAS 25 - 29   Direct 786.123858
## 105      BAU Female            TEQ 25 - 29   Direct 188.726596
## 106      BAU   Male            TEQ 25 - 29   Direct 283.089894
## 107      BAU Female      Vitamin D 25 - 29   Direct   5.555790
## 108      BAU   Male      Vitamin D 25 - 29   Direct   8.558685
## 109      BAU Female            ALA 30 - 34   Direct 109.373568
## 110      BAU   Male            ALA 30 - 34   Direct 164.060352
## 111      BAU Female            DHA 30 - 34   Direct 173.270145
## 112      BAU   Male            DHA 30 - 34   Direct 257.405217
## 113      BAU Female            EPA 30 - 34   Direct  30.000000
## 114      BAU   Male            EPA 30 - 34   Direct  42.500000
## 115      BAU Female           Fish 30 - 34   Direct  31.108334
## 116      BAU   Male           Fish 30 - 34   Direct  46.662500
## 117      BAU Female           MeHg 30 - 34   Direct   9.942899
## 118      BAU   Male           MeHg 30 - 34   Direct  14.914349
## 119      BAU Female         Omega3 30 - 34   Direct 489.287068
## 120      BAU   Male         Omega3 30 - 34   Direct 728.930601
## 121      BAU Female           PFAS 30 - 34   Direct 524.082572
## 122      BAU   Male           PFAS 30 - 34   Direct 786.123858
## 123      BAU Female            TEQ 30 - 34   Direct 188.726596
## 124      BAU   Male            TEQ 30 - 34   Direct 283.089894
## 125      BAU Female      Vitamin D 30 - 34   Direct   5.555790
## 126      BAU   Male      Vitamin D 30 - 34   Direct   8.558685
## 127      BAU Female            ALA 35 - 39   Direct 109.373568
## 128      BAU   Male            ALA 35 - 39   Direct 164.060352
## 129      BAU Female            DHA 35 - 39   Direct 173.270145
## 130      BAU   Male            DHA 35 - 39   Direct 257.405217
## 131      BAU Female            EPA 35 - 39   Direct  30.000000
## 132      BAU   Male            EPA 35 - 39   Direct  42.500000
## 133      BAU Female           Fish 35 - 39   Direct  31.108334
## 134      BAU   Male           Fish 35 - 39   Direct  46.662500
## 135      BAU Female           MeHg 35 - 39   Direct   9.942899
## 136      BAU   Male           MeHg 35 - 39   Direct  14.914349
## 137      BAU Female         Omega3 35 - 39   Direct 489.287068
## 138      BAU   Male         Omega3 35 - 39   Direct 728.930601
## 139      BAU Female           PFAS 35 - 39   Direct 524.082572
## 140      BAU   Male           PFAS 35 - 39   Direct 786.123858
## 141      BAU Female            TEQ 35 - 39   Direct 188.726596
## 142      BAU   Male            TEQ 35 - 39   Direct 283.089894
## 143      BAU Female      Vitamin D 35 - 39   Direct   5.555790
## 144      BAU   Male      Vitamin D 35 - 39   Direct   8.558685
## 145      BAU Female            ALA 40 - 44   Direct 109.373568
## 146      BAU   Male            ALA 40 - 44   Direct 164.060352
## 147      BAU Female            DHA 40 - 44   Direct 173.270145
## 148      BAU   Male            DHA 40 - 44   Direct 257.405217
## 149      BAU Female            EPA 40 - 44   Direct  30.000000
## 150      BAU   Male            EPA 40 - 44   Direct  42.500000
## 151      BAU Female           Fish 40 - 44   Direct  31.108334
## 152      BAU   Male           Fish 40 - 44   Direct  46.662500
## 153      BAU Female           MeHg 40 - 44   Direct   9.942899
## 154      BAU   Male           MeHg 40 - 44   Direct  14.914349
## 155      BAU Female         Omega3 40 - 44   Direct 489.287068
## 156      BAU   Male         Omega3 40 - 44   Direct 728.930601
## 157      BAU Female           PFAS 40 - 44   Direct 524.082572
## 158      BAU   Male           PFAS 40 - 44   Direct 786.123858
## 159      BAU Female            TEQ 40 - 44   Direct 188.726596
## 160      BAU   Male            TEQ 40 - 44   Direct 283.089894
## 161      BAU Female      Vitamin D 40 - 44   Direct   5.555790
## 162      BAU   Male      Vitamin D 40 - 44   Direct   8.558685
## 163      BAU Female            ALA 45 - 49   Direct 109.373568
## 164      BAU   Male            ALA 45 - 49   Direct 164.060352
## 165      BAU Female            DHA 45 - 49   Direct 173.270145
## 166      BAU   Male            DHA 45 - 49   Direct 257.405217
## 167      BAU Female            EPA 45 - 49   Direct  30.000000
## 168      BAU   Male            EPA 45 - 49   Direct  42.500000
## 169      BAU Female           Fish 45 - 49   Direct  31.108334
## 170      BAU   Male           Fish 45 - 49   Direct  46.662500
## 171      BAU Female           MeHg 45 - 49   Direct   9.942899
## 172      BAU   Male           MeHg 45 - 49   Direct  14.914349
## 173      BAU Female         Omega3 45 - 49   Direct 489.287068
## 174      BAU   Male         Omega3 45 - 49   Direct 728.930601
## 175      BAU Female           PFAS 45 - 49   Direct 524.082572
## 176      BAU   Male           PFAS 45 - 49   Direct 786.123858
## 177      BAU Female            TEQ 45 - 49   Direct 188.726596
## 178      BAU   Male            TEQ 45 - 49   Direct 283.089894
## 179      BAU Female      Vitamin D 45 - 49   Direct   5.555790
## 180      BAU   Male      Vitamin D 45 - 49   Direct   8.558685
## 181      BAU Female            ALA 50 - 54   Direct 109.373568
## 182      BAU   Male            ALA 50 - 54   Direct 164.060352
## 183      BAU Female            DHA 50 - 54   Direct 173.270145
## 184      BAU   Male            DHA 50 - 54   Direct 257.405217
## 185      BAU Female            EPA 50 - 54   Direct  30.000000
## 186      BAU   Male            EPA 50 - 54   Direct  42.500000
## 187      BAU Female           Fish 50 - 54   Direct  31.108334
## 188      BAU   Male           Fish 50 - 54   Direct  46.662500
## 189      BAU Female           MeHg 50 - 54   Direct   9.942899
## 190      BAU   Male           MeHg 50 - 54   Direct  14.914349
## 191      BAU Female         Omega3 50 - 54   Direct 489.287068
## 192      BAU   Male         Omega3 50 - 54   Direct 728.930601
## 193      BAU Female           PFAS 50 - 54   Direct 524.082572
## 194      BAU   Male           PFAS 50 - 54   Direct 786.123858
## 195      BAU Female            TEQ 50 - 54   Direct 188.726596
## 196      BAU   Male            TEQ 50 - 54   Direct 283.089894
## 197      BAU Female      Vitamin D 50 - 54   Direct   5.555790
## 198      BAU   Male      Vitamin D 50 - 54   Direct   8.558685
## 199      BAU Female            ALA 55 - 59   Direct 109.373568
## 200      BAU   Male            ALA 55 - 59   Direct 164.060352
## 201      BAU Female            DHA 55 - 59   Direct 173.270145
## 202      BAU   Male            DHA 55 - 59   Direct 257.405217
## 203      BAU Female            EPA 55 - 59   Direct  30.000000
## 204      BAU   Male            EPA 55 - 59   Direct  42.500000
## 205      BAU Female           Fish 55 - 59   Direct  31.108334
## 206      BAU   Male           Fish 55 - 59   Direct  46.662500
## 207      BAU Female           MeHg 55 - 59   Direct   9.942899
## 208      BAU   Male           MeHg 55 - 59   Direct  14.914349
## 209      BAU Female         Omega3 55 - 59   Direct 489.287068
## 210      BAU   Male         Omega3 55 - 59   Direct 728.930601
## 211      BAU Female           PFAS 55 - 59   Direct 524.082572
## 212      BAU   Male           PFAS 55 - 59   Direct 786.123858
## 213      BAU Female            TEQ 55 - 59   Direct 188.726596
## 214      BAU   Male            TEQ 55 - 59   Direct 283.089894
## 215      BAU Female      Vitamin D 55 - 59   Direct   5.555790
## 216      BAU   Male      Vitamin D 55 - 59   Direct   8.558685
## 217      BAU Female            ALA 60 - 64   Direct 109.373568
## 218      BAU   Male            ALA 60 - 64   Direct 164.060352
## 219      BAU Female            DHA 60 - 64   Direct 173.270145
## 220      BAU   Male            DHA 60 - 64   Direct 257.405217
## 221      BAU Female            EPA 60 - 64   Direct  30.000000
## 222      BAU   Male            EPA 60 - 64   Direct  42.500000
## 223      BAU Female           Fish 60 - 64   Direct  31.108334
## 224      BAU   Male           Fish 60 - 64   Direct  46.662500
## 225      BAU Female           MeHg 60 - 64   Direct   9.942899
## 226      BAU   Male           MeHg 60 - 64   Direct  14.914349
## 227      BAU Female         Omega3 60 - 64   Direct 489.287068
## 228      BAU   Male         Omega3 60 - 64   Direct 728.930601
## 229      BAU Female           PFAS 60 - 64   Direct 524.082572
## 230      BAU   Male           PFAS 60 - 64   Direct 786.123858
## 231      BAU Female            TEQ 60 - 64   Direct 188.726596
## 232      BAU   Male            TEQ 60 - 64   Direct 283.089894
## 233      BAU Female      Vitamin D 60 - 64   Direct   5.555790
## 234      BAU   Male      Vitamin D 60 - 64   Direct   8.558685
## 235      BAU Female            ALA 65 - 69   Direct 109.373568
## 236      BAU   Male            ALA 65 - 69   Direct 164.060352
## 237      BAU Female            DHA 65 - 69   Direct 173.270145
## 238      BAU   Male            DHA 65 - 69   Direct 257.405217
## 239      BAU Female            EPA 65 - 69   Direct  30.000000
## 240      BAU   Male            EPA 65 - 69   Direct  42.500000
## 241      BAU Female           Fish 65 - 69   Direct  31.108334
## 242      BAU   Male           Fish 65 - 69   Direct  46.662500
## 243      BAU Female           MeHg 65 - 69   Direct   9.942899
## 244      BAU   Male           MeHg 65 - 69   Direct  14.914349
## 245      BAU Female         Omega3 65 - 69   Direct 489.287068
## 246      BAU   Male         Omega3 65 - 69   Direct 728.930601
## 247      BAU Female           PFAS 65 - 69   Direct 524.082572
## 248      BAU   Male           PFAS 65 - 69   Direct 786.123858
## 249      BAU Female            TEQ 65 - 69   Direct 188.726596
## 250      BAU   Male            TEQ 65 - 69   Direct 283.089894
## 251      BAU Female      Vitamin D 65 - 69   Direct   5.555790
## 252      BAU   Male      Vitamin D 65 - 69   Direct   8.558685
## 253      BAU Female            ALA 70 - 74   Direct 109.373568
## 254      BAU   Male            ALA 70 - 74   Direct 164.060352
## 255      BAU Female            DHA 70 - 74   Direct 173.270145
## 256      BAU   Male            DHA 70 - 74   Direct 257.405217
## 257      BAU Female            EPA 70 - 74   Direct  30.000000
## 258      BAU   Male            EPA 70 - 74   Direct  42.500000
## 259      BAU Female           Fish 70 - 74   Direct  31.108334
## 260      BAU   Male           Fish 70 - 74   Direct  46.662500
## 261      BAU Female           MeHg 70 - 74   Direct   9.942899
## 262      BAU   Male           MeHg 70 - 74   Direct  14.914349
## 263      BAU Female         Omega3 70 - 74   Direct 489.287068
## 264      BAU   Male         Omega3 70 - 74   Direct 728.930601
## 265      BAU Female           PFAS 70 - 74   Direct 524.082572
## 266      BAU   Male           PFAS 70 - 74   Direct 786.123858
## 267      BAU Female            TEQ 70 - 74   Direct 188.726596
## 268      BAU   Male            TEQ 70 - 74   Direct 283.089894
## 269      BAU Female      Vitamin D 70 - 74   Direct   5.555790
## 270      BAU   Male      Vitamin D 70 - 74   Direct   8.558685
## 271      BAU Female            ALA 75 - 79   Direct 109.373568
## 272      BAU   Male            ALA 75 - 79   Direct 164.060352
## 273      BAU Female            DHA 75 - 79   Direct 173.270145
## 274      BAU   Male            DHA 75 - 79   Direct 257.405217
## 275      BAU Female            EPA 75 - 79   Direct  30.000000
## 276      BAU   Male            EPA 75 - 79   Direct  42.500000
## 277      BAU Female           Fish 75 - 79   Direct  31.108334
## 278      BAU   Male           Fish 75 - 79   Direct  46.662500
## 279      BAU Female           MeHg 75 - 79   Direct   9.942899
## 280      BAU   Male           MeHg 75 - 79   Direct  14.914349
## 281      BAU Female         Omega3 75 - 79   Direct 489.287068
## 282      BAU   Male         Omega3 75 - 79   Direct 728.930601
## 283      BAU Female           PFAS 75 - 79   Direct 524.082572
## 284      BAU   Male           PFAS 75 - 79   Direct 786.123858
## 285      BAU Female            TEQ 75 - 79   Direct 188.726596
## 286      BAU   Male            TEQ 75 - 79   Direct 283.089894
## 287      BAU Female      Vitamin D 75 - 79   Direct   5.555790
## 288      BAU   Male      Vitamin D 75 - 79   Direct   8.558685
## 289      BAU Female            ALA 80 - 84   Direct 109.373568
## 290      BAU   Male            ALA 80 - 84   Direct 164.060352
## 291      BAU Female            DHA 80 - 84   Direct 173.270145
## 292      BAU   Male            DHA 80 - 84   Direct 257.405217
## 293      BAU Female            EPA 80 - 84   Direct  30.000000
## 294      BAU   Male            EPA 80 - 84   Direct  42.500000
## 295      BAU Female           Fish 80 - 84   Direct  31.108334
## 296      BAU   Male           Fish 80 - 84   Direct  46.662500
## 297      BAU Female           MeHg 80 - 84   Direct   9.942899
## 298      BAU   Male           MeHg 80 - 84   Direct  14.914349
## 299      BAU Female         Omega3 80 - 84   Direct 489.287068
## 300      BAU   Male         Omega3 80 - 84   Direct 728.930601
## 301      BAU Female           PFAS 80 - 84   Direct 524.082572
## 302      BAU   Male           PFAS 80 - 84   Direct 786.123858
## 303      BAU Female            TEQ 80 - 84   Direct 188.726596
## 304      BAU   Male            TEQ 80 - 84   Direct 283.089894
## 305      BAU Female      Vitamin D 80 - 84   Direct   5.555790
## 306      BAU   Male      Vitamin D 80 - 84   Direct   8.558685
## 307      BAU Female            ALA     85+   Direct 109.373568
## 308      BAU   Male            ALA     85+   Direct 164.060352
## 309      BAU Female            DHA     85+   Direct 173.270145
## 310      BAU   Male            DHA     85+   Direct 257.405217
## 311      BAU Female            EPA     85+   Direct  30.000000
## 312      BAU   Male            EPA     85+   Direct  42.500000
## 313      BAU Female           Fish     85+   Direct  31.108334
## 314      BAU   Male           Fish     85+   Direct  46.662500
## 315      BAU Female           MeHg     85+   Direct   9.942899
## 316      BAU   Male           MeHg     85+   Direct  14.914349
## 317      BAU Female         Omega3     85+   Direct 489.287068
## 318      BAU   Male         Omega3     85+   Direct 728.930601
## 319      BAU Female           PFAS     85+   Direct 524.082572
## 320      BAU   Male           PFAS     85+   Direct 786.123858
## 321      BAU Female            TEQ     85+   Direct 188.726596
## 322      BAU   Male            TEQ     85+   Direct 283.089894
## 323      BAU Female      Vitamin D     85+   Direct   5.555790
## 324      BAU   Male      Vitamin D     85+   Direct   8.558685
## 325      BAU Female           PFAS   0 - 4 To child  29.475000
## 326      BAU   Male           PFAS   0 - 4 To child  29.475000
## 327      BAU Female            TEQ   0 - 4 To child  24.766463
## 328      BAU   Male            TEQ   0 - 4 To child  24.766463
## 329      BAU Female           PFAS   5 - 9 To child  29.475000
## 330      BAU   Male           PFAS   5 - 9 To child  29.475000
## 331      BAU Female            TEQ   5 - 9 To child  24.766463
## 332      BAU   Male            TEQ   5 - 9 To child  24.766463
## 333      BAU Female           PFAS 10 - 14 To child  29.475000
## 334      BAU   Male           PFAS 10 - 14 To child  29.475000
## 335      BAU Female            TEQ 10 - 14 To child  24.766463
## 336      BAU   Male            TEQ 10 - 14 To child  24.766463
## 337      BAU Female           PFAS 15 - 19 To child  29.475000
## 338      BAU   Male           PFAS 15 - 19 To child  29.475000
## 339      BAU Female            TEQ 15 - 19 To child  24.766463
## 340      BAU   Male            TEQ 15 - 19 To child  24.766463
## 341      BAU Female           PFAS 20 - 24 To child  29.475000
## 342      BAU   Male           PFAS 20 - 24 To child  29.475000
## 343      BAU Female            TEQ 20 - 24 To child  24.766463
## 344      BAU   Male            TEQ 20 - 24 To child  24.766463
## 345      BAU Female           PFAS 25 - 29 To child  29.475000
## 346      BAU   Male           PFAS 25 - 29 To child  29.475000
## 347      BAU Female            TEQ 25 - 29 To child  24.766463
## 348      BAU   Male            TEQ 25 - 29 To child  24.766463
## 349      BAU Female           PFAS 30 - 34 To child  29.475000
## 350      BAU   Male           PFAS 30 - 34 To child  29.475000
## 351      BAU Female            TEQ 30 - 34 To child  24.766463
## 352      BAU   Male            TEQ 30 - 34 To child  24.766463
## 353      BAU Female           PFAS 35 - 39 To child  29.475000
## 354      BAU   Male           PFAS 35 - 39 To child  29.475000
## 355      BAU Female            TEQ 35 - 39 To child  24.766463
## 356      BAU   Male            TEQ 35 - 39 To child  24.766463
## 357      BAU Female           PFAS 40 - 44 To child  29.475000
## 358      BAU   Male           PFAS 40 - 44 To child  29.475000
## 359      BAU Female            TEQ 40 - 44 To child  24.766463
## 360      BAU   Male            TEQ 40 - 44 To child  24.766463
## 361      BAU Female           PFAS 45 - 49 To child  29.475000
## 362      BAU   Male           PFAS 45 - 49 To child  29.475000
## 363      BAU Female            TEQ 45 - 49 To child  24.766463
## 364      BAU   Male            TEQ 45 - 49 To child  24.766463
## 365      BAU Female           PFAS 50 - 54 To child  29.475000
## 366      BAU   Male           PFAS 50 - 54 To child  29.475000
## 367      BAU Female            TEQ 50 - 54 To child  24.766463
## 368      BAU   Male            TEQ 50 - 54 To child  24.766463
## 369      BAU Female           PFAS 55 - 59 To child  29.475000
## 370      BAU   Male           PFAS 55 - 59 To child  29.475000
## 371      BAU Female            TEQ 55 - 59 To child  24.766463
## 372      BAU   Male            TEQ 55 - 59 To child  24.766463
## 373      BAU Female           PFAS 60 - 64 To child  29.475000
## 374      BAU   Male           PFAS 60 - 64 To child  29.475000
## 375      BAU Female            TEQ 60 - 64 To child  24.766463
## 376      BAU   Male            TEQ 60 - 64 To child  24.766463
## 377      BAU Female           PFAS 65 - 69 To child  29.475000
## 378      BAU   Male           PFAS 65 - 69 To child  29.475000
## 379      BAU Female            TEQ 65 - 69 To child  24.766463
## 380      BAU   Male            TEQ 65 - 69 To child  24.766463
## 381      BAU Female           PFAS 70 - 74 To child  29.475000
## 382      BAU   Male           PFAS 70 - 74 To child  29.475000
## 383      BAU Female            TEQ 70 - 74 To child  24.766463
## 384      BAU   Male            TEQ 70 - 74 To child  24.766463
## 385      BAU Female           PFAS 75 - 79 To child  29.475000
## 386      BAU   Male           PFAS 75 - 79 To child  29.475000
## 387      BAU Female            TEQ 75 - 79 To child  24.766463
## 388      BAU   Male            TEQ 75 - 79 To child  24.766463
## 389      BAU Female           PFAS 80 - 84 To child  29.475000
## 390      BAU   Male           PFAS 80 - 84 To child  29.475000
## 391      BAU Female            TEQ 80 - 84 To child  24.766463
## 392      BAU   Male            TEQ 80 - 84 To child  24.766463
## 393      BAU Female           PFAS     85+ To child  29.475000
## 394      BAU   Male           PFAS     85+ To child  29.475000
## 395      BAU Female            TEQ     85+ To child  24.766463
## 396      BAU   Male            TEQ     85+ To child  24.766463
#oprint(summary(fish_proportion,"mean"))
oprint(summary(incidence,"mean"))
##                    Response   Age Adjust  mean
## 1         Immunosuppression 0 - 4    BAU 4.810
## 2 Loss in child's IQ points 0 - 4    BAU 5.960
## 3       Sperm concentration 0 - 4    BAU 0.070
## 4   Yes or no dental defect 0 - 4    BAU 0.224
## 5         Immunosuppression 5 - 9    BAU 3.950
oprint(summary(PAF,"mean"))
##     Exposure_agent                                          Response Scenario
## 1              DHA                         Loss in child's IQ points      BAU
## 2             MeHg                         Loss in child's IQ points      BAU
## 3              TEQ                           Cancer morbidity yearly      BAU
## 4              TEQ                               Sperm concentration      BAU
## 5              TEQ                           Yes or no dental defect      BAU
## 6             PFAS                                 Immunosuppression      BAU
## 7              TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 8        Vitamin D                          Vitamin D recommendation      BAU
## 9             PFAS                                          PFAS TWI      BAU
## 10            Fish                               All-cause mortality      BAU
## 11          Omega3                                     Breast cancer      BAU
## 12            Fish                                        Depression      BAU
## 13          Omega3                                    CHD2 mortality      BAU
## 14             DHA                         Loss in child's IQ points      BAU
## 15            MeHg                         Loss in child's IQ points      BAU
## 16             TEQ                           Cancer morbidity yearly      BAU
## 17             TEQ                               Sperm concentration      BAU
## 18             TEQ                           Yes or no dental defect      BAU
## 19            PFAS                                 Immunosuppression      BAU
## 20             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 21       Vitamin D                          Vitamin D recommendation      BAU
## 22            PFAS                                          PFAS TWI      BAU
## 23            Fish                               All-cause mortality      BAU
## 24          Omega3                                     Breast cancer      BAU
## 25            Fish                                        Depression      BAU
## 26          Omega3                                    CHD2 mortality      BAU
## 27             TEQ                           Cancer morbidity yearly      BAU
## 28            PFAS                                 Immunosuppression      BAU
## 29             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 30       Vitamin D                          Vitamin D recommendation      BAU
## 31            PFAS                                          PFAS TWI      BAU
## 32            Fish                               All-cause mortality      BAU
## 33          Omega3                                     Breast cancer      BAU
## 34            Fish                                        Depression      BAU
## 35          Omega3                                    CHD2 mortality      BAU
## 36             TEQ                           Cancer morbidity yearly      BAU
## 37            PFAS                                 Immunosuppression      BAU
## 38             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 39       Vitamin D                          Vitamin D recommendation      BAU
## 40            PFAS                                          PFAS TWI      BAU
## 41            Fish                               All-cause mortality      BAU
## 42          Omega3                                     Breast cancer      BAU
## 43            Fish                                        Depression      BAU
## 44          Omega3                                    CHD2 mortality      BAU
## 45             TEQ                           Cancer morbidity yearly      BAU
## 46             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 47       Vitamin D                          Vitamin D recommendation      BAU
## 48            PFAS                                          PFAS TWI      BAU
## 49            Fish                               All-cause mortality      BAU
## 50          Omega3                                     Breast cancer      BAU
## 51            Fish                                        Depression      BAU
## 52          Omega3                                    CHD2 mortality      BAU
## 53             TEQ                           Cancer morbidity yearly      BAU
## 54             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 55       Vitamin D                          Vitamin D recommendation      BAU
## 56            PFAS                                          PFAS TWI      BAU
## 57            Fish                               All-cause mortality      BAU
## 58          Omega3                                     Breast cancer      BAU
## 59            Fish                                        Depression      BAU
## 60          Omega3                                    CHD2 mortality      BAU
## 61             TEQ                           Cancer morbidity yearly      BAU
## 62             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 63       Vitamin D                          Vitamin D recommendation      BAU
## 64            PFAS                                          PFAS TWI      BAU
## 65            Fish                               All-cause mortality      BAU
## 66          Omega3                                     Breast cancer      BAU
## 67            Fish                                        Depression      BAU
## 68          Omega3                                    CHD2 mortality      BAU
## 69             TEQ                           Cancer morbidity yearly      BAU
## 70             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 71       Vitamin D                          Vitamin D recommendation      BAU
## 72            PFAS                                          PFAS TWI      BAU
## 73            Fish                               All-cause mortality      BAU
## 74          Omega3                                     Breast cancer      BAU
## 75            Fish                                        Depression      BAU
## 76          Omega3                                    CHD2 mortality      BAU
## 77             TEQ                           Cancer morbidity yearly      BAU
## 78             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 79       Vitamin D                          Vitamin D recommendation      BAU
## 80            PFAS                                          PFAS TWI      BAU
## 81            Fish                               All-cause mortality      BAU
## 82          Omega3                                     Breast cancer      BAU
## 83            Fish                                        Depression      BAU
## 84          Omega3                                    CHD2 mortality      BAU
## 85             TEQ                           Cancer morbidity yearly      BAU
## 86             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 87       Vitamin D                          Vitamin D recommendation      BAU
## 88            PFAS                                          PFAS TWI      BAU
## 89            Fish                               All-cause mortality      BAU
## 90          Omega3                                     Breast cancer      BAU
## 91            Fish                                        Depression      BAU
## 92          Omega3                                    CHD2 mortality      BAU
## 93             TEQ                           Cancer morbidity yearly      BAU
## 94             TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 95       Vitamin D                          Vitamin D recommendation      BAU
## 96            PFAS                                          PFAS TWI      BAU
## 97            Fish                               All-cause mortality      BAU
## 98          Omega3                                     Breast cancer      BAU
## 99            Fish                                        Depression      BAU
## 100         Omega3                                    CHD2 mortality      BAU
## 101            TEQ                           Cancer morbidity yearly      BAU
## 102            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 103      Vitamin D                          Vitamin D recommendation      BAU
## 104           PFAS                                          PFAS TWI      BAU
## 105           Fish                               All-cause mortality      BAU
## 106         Omega3                                     Breast cancer      BAU
## 107           Fish                                        Depression      BAU
## 108         Omega3                                    CHD2 mortality      BAU
## 109            TEQ                           Cancer morbidity yearly      BAU
## 110            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 111      Vitamin D                          Vitamin D recommendation      BAU
## 112           PFAS                                          PFAS TWI      BAU
## 113           Fish                               All-cause mortality      BAU
## 114         Omega3                                     Breast cancer      BAU
## 115           Fish                                        Depression      BAU
## 116         Omega3                                    CHD2 mortality      BAU
## 117            TEQ                           Cancer morbidity yearly      BAU
## 118            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 119      Vitamin D                          Vitamin D recommendation      BAU
## 120           PFAS                                          PFAS TWI      BAU
## 121           Fish                               All-cause mortality      BAU
## 122         Omega3                                     Breast cancer      BAU
## 123           Fish                                        Depression      BAU
## 124         Omega3                                    CHD2 mortality      BAU
## 125            TEQ                           Cancer morbidity yearly      BAU
## 126            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 127      Vitamin D                          Vitamin D recommendation      BAU
## 128           PFAS                                          PFAS TWI      BAU
## 129           Fish                               All-cause mortality      BAU
## 130         Omega3                                     Breast cancer      BAU
## 131           Fish                                        Depression      BAU
## 132         Omega3                                    CHD2 mortality      BAU
## 133            TEQ                           Cancer morbidity yearly      BAU
## 134            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 135      Vitamin D                          Vitamin D recommendation      BAU
## 136           PFAS                                          PFAS TWI      BAU
## 137           Fish                               All-cause mortality      BAU
## 138         Omega3                                     Breast cancer      BAU
## 139           Fish                                        Depression      BAU
## 140         Omega3                                    CHD2 mortality      BAU
## 141            TEQ                           Cancer morbidity yearly      BAU
## 142            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 143      Vitamin D                          Vitamin D recommendation      BAU
## 144           PFAS                                          PFAS TWI      BAU
## 145           Fish                               All-cause mortality      BAU
## 146         Omega3                                     Breast cancer      BAU
## 147           Fish                                        Depression      BAU
## 148         Omega3                                    CHD2 mortality      BAU
## 149            TEQ                           Cancer morbidity yearly      BAU
## 150            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 151      Vitamin D                          Vitamin D recommendation      BAU
## 152           PFAS                                          PFAS TWI      BAU
## 153           Fish                               All-cause mortality      BAU
## 154         Omega3                                     Breast cancer      BAU
## 155           Fish                                        Depression      BAU
## 156         Omega3                                    CHD2 mortality      BAU
## 157            TEQ                           Cancer morbidity yearly      BAU
## 158            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 159      Vitamin D                          Vitamin D recommendation      BAU
## 160           PFAS                                          PFAS TWI      BAU
## 161           Fish                               All-cause mortality      BAU
## 162         Omega3                                     Breast cancer      BAU
## 163           Fish                                        Depression      BAU
## 164         Omega3                                    CHD2 mortality      BAU
## 165            TEQ                           Cancer morbidity yearly      BAU
## 166            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 167      Vitamin D                          Vitamin D recommendation      BAU
## 168           PFAS                                          PFAS TWI      BAU
## 169           Fish                               All-cause mortality      BAU
## 170         Omega3                                     Breast cancer      BAU
## 171           Fish                                        Depression      BAU
## 172         Omega3                                    CHD2 mortality      BAU
## 173            TEQ                           Cancer morbidity yearly      BAU
## 174            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 175      Vitamin D                          Vitamin D recommendation      BAU
## 176           PFAS                                          PFAS TWI      BAU
## 177           Fish                               All-cause mortality      BAU
## 178         Omega3                                     Breast cancer      BAU
## 179           Fish                                        Depression      BAU
## 180         Omega3                                    CHD2 mortality      BAU
## 181            TEQ                           Cancer morbidity yearly      BAU
## 182            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 183      Vitamin D                          Vitamin D recommendation      BAU
## 184           PFAS                                          PFAS TWI      BAU
## 185           Fish                               All-cause mortality      BAU
## 186         Omega3                                     Breast cancer      BAU
## 187           Fish                                        Depression      BAU
## 188         Omega3                                    CHD2 mortality      BAU
## 189            TEQ                           Cancer morbidity yearly      BAU
## 190            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 191      Vitamin D                          Vitamin D recommendation      BAU
## 192           PFAS                                          PFAS TWI      BAU
## 193           Fish                               All-cause mortality      BAU
## 194         Omega3                                     Breast cancer      BAU
## 195           Fish                                        Depression      BAU
## 196         Omega3                                    CHD2 mortality      BAU
## 197            TEQ                           Cancer morbidity yearly      BAU
## 198            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 199      Vitamin D                          Vitamin D recommendation      BAU
## 200           PFAS                                          PFAS TWI      BAU
## 201           Fish                               All-cause mortality      BAU
## 202         Omega3                                     Breast cancer      BAU
## 203           Fish                                        Depression      BAU
## 204         Omega3                                    CHD2 mortality      BAU
## 205            TEQ                           Cancer morbidity yearly      BAU
## 206            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 207      Vitamin D                          Vitamin D recommendation      BAU
## 208           PFAS                                          PFAS TWI      BAU
## 209           Fish                               All-cause mortality      BAU
## 210         Omega3                                     Breast cancer      BAU
## 211           Fish                                        Depression      BAU
## 212         Omega3                                    CHD2 mortality      BAU
## 213            TEQ                           Cancer morbidity yearly      BAU
## 214            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 215      Vitamin D                          Vitamin D recommendation      BAU
## 216           PFAS                                          PFAS TWI      BAU
## 217           Fish                               All-cause mortality      BAU
## 218         Omega3                                     Breast cancer      BAU
## 219           Fish                                        Depression      BAU
## 220         Omega3                                    CHD2 mortality      BAU
## 221            TEQ                           Cancer morbidity yearly      BAU
## 222            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 223      Vitamin D                          Vitamin D recommendation      BAU
## 224           PFAS                                          PFAS TWI      BAU
## 225           Fish                               All-cause mortality      BAU
## 226         Omega3                                     Breast cancer      BAU
## 227           Fish                                        Depression      BAU
## 228         Omega3                                    CHD2 mortality      BAU
## 229            TEQ                           Cancer morbidity yearly      BAU
## 230            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 231      Vitamin D                          Vitamin D recommendation      BAU
## 232           PFAS                                          PFAS TWI      BAU
## 233           Fish                               All-cause mortality      BAU
## 234         Omega3                                     Breast cancer      BAU
## 235           Fish                                        Depression      BAU
## 236         Omega3                                    CHD2 mortality      BAU
## 237            TEQ                           Cancer morbidity yearly      BAU
## 238            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 239      Vitamin D                          Vitamin D recommendation      BAU
## 240           PFAS                                          PFAS TWI      BAU
## 241           Fish                               All-cause mortality      BAU
## 242         Omega3                                     Breast cancer      BAU
## 243           Fish                                        Depression      BAU
## 244         Omega3                                    CHD2 mortality      BAU
## 245            TEQ                           Cancer morbidity yearly      BAU
## 246            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 247      Vitamin D                          Vitamin D recommendation      BAU
## 248           PFAS                                          PFAS TWI      BAU
## 249           Fish                               All-cause mortality      BAU
## 250         Omega3                                     Breast cancer      BAU
## 251           Fish                                        Depression      BAU
## 252         Omega3                                    CHD2 mortality      BAU
## 253            TEQ                           Cancer morbidity yearly      BAU
## 254            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 255      Vitamin D                          Vitamin D recommendation      BAU
## 256           PFAS                                          PFAS TWI      BAU
## 257           Fish                               All-cause mortality      BAU
## 258         Omega3                                     Breast cancer      BAU
## 259           Fish                                        Depression      BAU
## 260         Omega3                                    CHD2 mortality      BAU
## 261            TEQ                           Cancer morbidity yearly      BAU
## 262            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 263      Vitamin D                          Vitamin D recommendation      BAU
## 264           PFAS                                          PFAS TWI      BAU
## 265           Fish                               All-cause mortality      BAU
## 266         Omega3                                     Breast cancer      BAU
## 267           Fish                                        Depression      BAU
## 268         Omega3                                    CHD2 mortality      BAU
## 269            TEQ                           Cancer morbidity yearly      BAU
## 270            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 271      Vitamin D                          Vitamin D recommendation      BAU
## 272           PFAS                                          PFAS TWI      BAU
## 273           Fish                               All-cause mortality      BAU
## 274         Omega3                                     Breast cancer      BAU
## 275           Fish                                        Depression      BAU
## 276         Omega3                                    CHD2 mortality      BAU
## 277            TEQ                           Cancer morbidity yearly      BAU
## 278            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 279      Vitamin D                          Vitamin D recommendation      BAU
## 280           PFAS                                          PFAS TWI      BAU
## 281           Fish                               All-cause mortality      BAU
## 282         Omega3                                     Breast cancer      BAU
## 283           Fish                                        Depression      BAU
## 284         Omega3                                    CHD2 mortality      BAU
## 285            TEQ                           Cancer morbidity yearly      BAU
## 286            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 287      Vitamin D                          Vitamin D recommendation      BAU
## 288           PFAS                                          PFAS TWI      BAU
## 289           Fish                               All-cause mortality      BAU
## 290         Omega3                                     Breast cancer      BAU
## 291           Fish                                        Depression      BAU
## 292         Omega3                                    CHD2 mortality      BAU
## 293            TEQ                           Cancer morbidity yearly      BAU
## 294            TEQ Dioxin recommendation tolerable daily intake 2018      BAU
## 295      Vitamin D                          Vitamin D recommendation      BAU
## 296           PFAS                                          PFAS TWI      BAU
## 297           Fish                               All-cause mortality      BAU
## 298         Omega3                                     Breast cancer      BAU
## 299           Fish                                        Depression      BAU
## 300         Omega3                                    CHD2 mortality      BAU
##     Gender     Age Adjust         mean
## 1   Female   0 - 4    BAU -0.037793823
## 2   Female   0 - 4    BAU  0.233558040
## 3   Female   0 - 4    BAU  0.004642163
## 4   Female   0 - 4    BAU  0.182994051
## 5   Female   0 - 4    BAU  1.325726023
## 6   Female   0 - 4    BAU  0.037320335
## 7   Female   0 - 4    BAU  6.250000000
## 8   Female   0 - 4    BAU  4.545454545
## 9   Female   0 - 4    BAU  1.000000000
## 10  Female   0 - 4    BAU -0.064129738
## 11  Female   0 - 4    BAU -0.221954881
## 12  Female   0 - 4    BAU -0.152625783
## 13  Female   0 - 4    BAU -0.155101263
## 14    Male   0 - 4    BAU -0.056145433
## 15    Male   0 - 4    BAU  0.350337060
## 16    Male   0 - 4    BAU  0.006693985
## 17    Male   0 - 4    BAU  0.263876877
## 18    Male   0 - 4    BAU  1.911692987
## 19    Male   0 - 4    BAU  0.054986914
## 20    Male   0 - 4    BAU  6.250000000
## 21    Male   0 - 4    BAU  4.545454545
## 22    Male   0 - 4    BAU  1.000000000
## 23    Male   0 - 4    BAU -0.094635480
## 24    Male   0 - 4    BAU -0.311948429
## 25    Male   0 - 4    BAU -0.219967194
## 26    Male   0 - 4    BAU -0.159702687
## 27  Female   5 - 9    BAU  0.004642163
## 28  Female   5 - 9    BAU  0.045445775
## 29  Female   5 - 9    BAU  6.250000000
## 30  Female   5 - 9    BAU  4.545454545
## 31  Female   5 - 9    BAU  1.000000000
## 32  Female   5 - 9    BAU -0.064129738
## 33  Female   5 - 9    BAU -0.221954881
## 34  Female   5 - 9    BAU -0.152625783
## 35  Female   5 - 9    BAU -0.155101263
## 36    Male   5 - 9    BAU  0.006693985
## 37    Male   5 - 9    BAU  0.066958749
## 38    Male   5 - 9    BAU  6.250000000
## 39    Male   5 - 9    BAU  4.545454545
## 40    Male   5 - 9    BAU  1.000000000
## 41    Male   5 - 9    BAU -0.094635480
## 42    Male   5 - 9    BAU -0.311948429
## 43    Male   5 - 9    BAU -0.219967194
## 44    Male   5 - 9    BAU -0.159702687
## 45  Female 10 - 14    BAU  0.004642163
## 46  Female 10 - 14    BAU  6.250000000
## 47  Female 10 - 14    BAU  4.545454545
## 48  Female 10 - 14    BAU  1.000000000
## 49  Female 10 - 14    BAU -0.064129738
## 50  Female 10 - 14    BAU -0.221954881
## 51  Female 10 - 14    BAU -0.152625783
## 52  Female 10 - 14    BAU -0.155101263
## 53    Male 10 - 14    BAU  0.006693985
## 54    Male 10 - 14    BAU  6.250000000
## 55    Male 10 - 14    BAU  4.545454545
## 56    Male 10 - 14    BAU  1.000000000
## 57    Male 10 - 14    BAU -0.094635480
## 58    Male 10 - 14    BAU -0.311948429
## 59    Male 10 - 14    BAU -0.219967194
## 60    Male 10 - 14    BAU -0.159702687
## 61  Female 15 - 19    BAU  0.004642163
## 62  Female 15 - 19    BAU  6.250000000
## 63  Female 15 - 19    BAU  4.545454545
## 64  Female 15 - 19    BAU  1.000000000
## 65  Female 15 - 19    BAU -0.064129738
## 66  Female 15 - 19    BAU -0.221954881
## 67  Female 15 - 19    BAU -0.152625783
## 68  Female 15 - 19    BAU -0.155101263
## 69    Male 15 - 19    BAU  0.006693985
## 70    Male 15 - 19    BAU  6.250000000
## 71    Male 15 - 19    BAU  4.545454545
## 72    Male 15 - 19    BAU  1.000000000
## 73    Male 15 - 19    BAU -0.094635480
## 74    Male 15 - 19    BAU -0.311948429
## 75    Male 15 - 19    BAU -0.219967194
## 76    Male 15 - 19    BAU -0.159702687
## 77  Female 20 - 24    BAU  0.004642163
## 78  Female 20 - 24    BAU  6.250000000
## 79  Female 20 - 24    BAU  4.545454545
## 80  Female 20 - 24    BAU  1.000000000
## 81  Female 20 - 24    BAU -0.064129738
## 82  Female 20 - 24    BAU -0.221954881
## 83  Female 20 - 24    BAU -0.152625783
## 84  Female 20 - 24    BAU -0.155101263
## 85    Male 20 - 24    BAU  0.006693985
## 86    Male 20 - 24    BAU  6.250000000
## 87    Male 20 - 24    BAU  4.545454545
## 88    Male 20 - 24    BAU  1.000000000
## 89    Male 20 - 24    BAU -0.094635480
## 90    Male 20 - 24    BAU -0.311948429
## 91    Male 20 - 24    BAU -0.219967194
## 92    Male 20 - 24    BAU -0.159702687
## 93  Female 25 - 29    BAU  0.004642163
## 94  Female 25 - 29    BAU  6.250000000
## 95  Female 25 - 29    BAU  4.545454545
## 96  Female 25 - 29    BAU  1.000000000
## 97  Female 25 - 29    BAU -0.064129738
## 98  Female 25 - 29    BAU -0.221954881
## 99  Female 25 - 29    BAU -0.152625783
## 100 Female 25 - 29    BAU -0.155101263
## 101   Male 25 - 29    BAU  0.006693985
## 102   Male 25 - 29    BAU  6.250000000
## 103   Male 25 - 29    BAU  4.545454545
## 104   Male 25 - 29    BAU  1.000000000
## 105   Male 25 - 29    BAU -0.094635480
## 106   Male 25 - 29    BAU -0.311948429
## 107   Male 25 - 29    BAU -0.219967194
## 108   Male 25 - 29    BAU -0.159702687
## 109 Female 30 - 34    BAU  0.004642163
## 110 Female 30 - 34    BAU  6.250000000
## 111 Female 30 - 34    BAU  4.545454545
## 112 Female 30 - 34    BAU  1.000000000
## 113 Female 30 - 34    BAU -0.064129738
## 114 Female 30 - 34    BAU -0.221954881
## 115 Female 30 - 34    BAU -0.152625783
## 116 Female 30 - 34    BAU -0.155101263
## 117   Male 30 - 34    BAU  0.006693985
## 118   Male 30 - 34    BAU  6.250000000
## 119   Male 30 - 34    BAU  4.545454545
## 120   Male 30 - 34    BAU  1.000000000
## 121   Male 30 - 34    BAU -0.094635480
## 122   Male 30 - 34    BAU -0.311948429
## 123   Male 30 - 34    BAU -0.219967194
## 124   Male 30 - 34    BAU -0.159702687
## 125 Female 35 - 39    BAU  0.004642163
## 126 Female 35 - 39    BAU  6.250000000
## 127 Female 35 - 39    BAU  4.545454545
## 128 Female 35 - 39    BAU  1.000000000
## 129 Female 35 - 39    BAU -0.064129738
## 130 Female 35 - 39    BAU -0.221954881
## 131 Female 35 - 39    BAU -0.152625783
## 132 Female 35 - 39    BAU -0.155101263
## 133   Male 35 - 39    BAU  0.006693985
## 134   Male 35 - 39    BAU  6.250000000
## 135   Male 35 - 39    BAU  4.545454545
## 136   Male 35 - 39    BAU  1.000000000
## 137   Male 35 - 39    BAU -0.094635480
## 138   Male 35 - 39    BAU -0.311948429
## 139   Male 35 - 39    BAU -0.219967194
## 140   Male 35 - 39    BAU -0.159702687
## 141 Female 40 - 44    BAU  0.004642163
## 142 Female 40 - 44    BAU  6.250000000
## 143 Female 40 - 44    BAU  4.545454545
## 144 Female 40 - 44    BAU  1.000000000
## 145 Female 40 - 44    BAU -0.064129738
## 146 Female 40 - 44    BAU -0.221954881
## 147 Female 40 - 44    BAU -0.152625783
## 148 Female 40 - 44    BAU -0.155101263
## 149   Male 40 - 44    BAU  0.006693985
## 150   Male 40 - 44    BAU  6.250000000
## 151   Male 40 - 44    BAU  4.545454545
## 152   Male 40 - 44    BAU  1.000000000
## 153   Male 40 - 44    BAU -0.094635480
## 154   Male 40 - 44    BAU -0.311948429
## 155   Male 40 - 44    BAU -0.219967194
## 156   Male 40 - 44    BAU -0.159702687
## 157 Female 45 - 49    BAU  0.004642163
## 158 Female 45 - 49    BAU  6.250000000
## 159 Female 45 - 49    BAU  4.545454545
## 160 Female 45 - 49    BAU  1.000000000
## 161 Female 45 - 49    BAU -0.064129738
## 162 Female 45 - 49    BAU -0.221954881
## 163 Female 45 - 49    BAU -0.152625783
## 164 Female 45 - 49    BAU -0.155101263
## 165   Male 45 - 49    BAU  0.006693985
## 166   Male 45 - 49    BAU  6.250000000
## 167   Male 45 - 49    BAU  4.545454545
## 168   Male 45 - 49    BAU  1.000000000
## 169   Male 45 - 49    BAU -0.094635480
## 170   Male 45 - 49    BAU -0.311948429
## 171   Male 45 - 49    BAU -0.219967194
## 172   Male 45 - 49    BAU -0.159702687
## 173 Female 50 - 54    BAU  0.004642163
## 174 Female 50 - 54    BAU  6.250000000
## 175 Female 50 - 54    BAU  4.545454545
## 176 Female 50 - 54    BAU  1.000000000
## 177 Female 50 - 54    BAU -0.064129738
## 178 Female 50 - 54    BAU -0.221954881
## 179 Female 50 - 54    BAU -0.152625783
## 180 Female 50 - 54    BAU -0.155101263
## 181   Male 50 - 54    BAU  0.006693985
## 182   Male 50 - 54    BAU  6.250000000
## 183   Male 50 - 54    BAU  4.545454545
## 184   Male 50 - 54    BAU  1.000000000
## 185   Male 50 - 54    BAU -0.094635480
## 186   Male 50 - 54    BAU -0.311948429
## 187   Male 50 - 54    BAU -0.219967194
## 188   Male 50 - 54    BAU -0.159702687
## 189 Female 55 - 59    BAU  0.004642163
## 190 Female 55 - 59    BAU  6.250000000
## 191 Female 55 - 59    BAU  4.545454545
## 192 Female 55 - 59    BAU  1.000000000
## 193 Female 55 - 59    BAU -0.064129738
## 194 Female 55 - 59    BAU -0.221954881
## 195 Female 55 - 59    BAU -0.152625783
## 196 Female 55 - 59    BAU -0.155101263
## 197   Male 55 - 59    BAU  0.006693985
## 198   Male 55 - 59    BAU  6.250000000
## 199   Male 55 - 59    BAU  4.545454545
## 200   Male 55 - 59    BAU  1.000000000
## 201   Male 55 - 59    BAU -0.094635480
## 202   Male 55 - 59    BAU -0.311948429
## 203   Male 55 - 59    BAU -0.219967194
## 204   Male 55 - 59    BAU -0.159702687
## 205 Female 60 - 64    BAU  0.004642163
## 206 Female 60 - 64    BAU  6.250000000
## 207 Female 60 - 64    BAU  4.545454545
## 208 Female 60 - 64    BAU  1.000000000
## 209 Female 60 - 64    BAU -0.064129738
## 210 Female 60 - 64    BAU -0.221954881
## 211 Female 60 - 64    BAU -0.152625783
## 212 Female 60 - 64    BAU -0.155101263
## 213   Male 60 - 64    BAU  0.006693985
## 214   Male 60 - 64    BAU  6.250000000
## 215   Male 60 - 64    BAU  4.545454545
## 216   Male 60 - 64    BAU  1.000000000
## 217   Male 60 - 64    BAU -0.094635480
## 218   Male 60 - 64    BAU -0.311948429
## 219   Male 60 - 64    BAU -0.219967194
## 220   Male 60 - 64    BAU -0.159702687
## 221 Female 65 - 69    BAU  0.004642163
## 222 Female 65 - 69    BAU  6.250000000
## 223 Female 65 - 69    BAU  4.545454545
## 224 Female 65 - 69    BAU  1.000000000
## 225 Female 65 - 69    BAU -0.064129738
## 226 Female 65 - 69    BAU -0.221954881
## 227 Female 65 - 69    BAU -0.152625783
## 228 Female 65 - 69    BAU -0.155101263
## 229   Male 65 - 69    BAU  0.006693985
## 230   Male 65 - 69    BAU  6.250000000
## 231   Male 65 - 69    BAU  4.545454545
## 232   Male 65 - 69    BAU  1.000000000
## 233   Male 65 - 69    BAU -0.094635480
## 234   Male 65 - 69    BAU -0.311948429
## 235   Male 65 - 69    BAU -0.219967194
## 236   Male 65 - 69    BAU -0.159702687
## 237 Female 70 - 74    BAU  0.004642163
## 238 Female 70 - 74    BAU  6.250000000
## 239 Female 70 - 74    BAU  4.545454545
## 240 Female 70 - 74    BAU  1.000000000
## 241 Female 70 - 74    BAU -0.064129738
## 242 Female 70 - 74    BAU -0.221954881
## 243 Female 70 - 74    BAU -0.152625783
## 244 Female 70 - 74    BAU -0.155101263
## 245   Male 70 - 74    BAU  0.006693985
## 246   Male 70 - 74    BAU  6.250000000
## 247   Male 70 - 74    BAU  4.545454545
## 248   Male 70 - 74    BAU  1.000000000
## 249   Male 70 - 74    BAU -0.094635480
## 250   Male 70 - 74    BAU -0.311948429
## 251   Male 70 - 74    BAU -0.219967194
## 252   Male 70 - 74    BAU -0.159702687
## 253 Female 75 - 79    BAU  0.004642163
## 254 Female 75 - 79    BAU  6.250000000
## 255 Female 75 - 79    BAU  4.545454545
## 256 Female 75 - 79    BAU  1.000000000
## 257 Female 75 - 79    BAU -0.064129738
## 258 Female 75 - 79    BAU -0.221954881
## 259 Female 75 - 79    BAU -0.152625783
## 260 Female 75 - 79    BAU -0.155101263
## 261   Male 75 - 79    BAU  0.006693985
## 262   Male 75 - 79    BAU  6.250000000
## 263   Male 75 - 79    BAU  4.545454545
## 264   Male 75 - 79    BAU  1.000000000
## 265   Male 75 - 79    BAU -0.094635480
## 266   Male 75 - 79    BAU -0.311948429
## 267   Male 75 - 79    BAU -0.219967194
## 268   Male 75 - 79    BAU -0.159702687
## 269 Female 80 - 84    BAU  0.004642163
## 270 Female 80 - 84    BAU  6.250000000
## 271 Female 80 - 84    BAU  4.545454545
## 272 Female 80 - 84    BAU  1.000000000
## 273 Female 80 - 84    BAU -0.064129738
## 274 Female 80 - 84    BAU -0.221954881
## 275 Female 80 - 84    BAU -0.152625783
## 276 Female 80 - 84    BAU -0.155101263
## 277   Male 80 - 84    BAU  0.006693985
## 278   Male 80 - 84    BAU  6.250000000
## 279   Male 80 - 84    BAU  4.545454545
## 280   Male 80 - 84    BAU  1.000000000
## 281   Male 80 - 84    BAU -0.094635480
## 282   Male 80 - 84    BAU -0.311948429
## 283   Male 80 - 84    BAU -0.219967194
## 284   Male 80 - 84    BAU -0.159702687
## 285 Female     85+    BAU  0.004642163
## 286 Female     85+    BAU  6.250000000
## 287 Female     85+    BAU  4.545454545
## 288 Female     85+    BAU  1.000000000
## 289 Female     85+    BAU -0.064129738
## 290 Female     85+    BAU -0.221954881
## 291 Female     85+    BAU -0.152625783
## 292 Female     85+    BAU -0.155101263
## 293   Male     85+    BAU  0.006693985
## 294   Male     85+    BAU  6.250000000
## 295   Male     85+    BAU  4.545454545
## 296   Male     85+    BAU  1.000000000
## 297   Male     85+    BAU -0.094635480
## 298   Male     85+    BAU -0.311948429
## 299   Male     85+    BAU -0.219967194
## 300   Male     85+    BAU -0.159702687
oprint(summary(population,"mean"))
##    Gender       Age    mean
## 1  Female     0 - 4  125040
## 2    Male     0 - 4  130884
## 3  Female     5 - 9  149633
## 4    Male     5 - 9  156654
## 5  Female   10 - 14  151113
## 6    Male   10 - 14  157712
## 7  Female   15 - 19  144441
## 8    Male   15 - 19  152230
## 9  Female   20 - 24  152265
## 10   Male   20 - 24  161679
## 11 Female   25 - 29  172593
## 12   Male   25 - 29  183092
## 13 Female   30 - 34  169653
## 14   Male   30 - 34  181115
## 15 Female   35 - 39  174660
## 16   Male   35 - 39  186122
## 17 Female   40 - 44  168547
## 18   Male   40 - 44  177928
## 19 Female   45 - 49  154391
## 20   Male   45 - 49  159982
## 21 Female   50 - 54  176612
## 22   Male   50 - 54  179182
## 23 Female   55 - 59  185152
## 24   Male   55 - 59  183719
## 25 Female   60 - 64  183336
## 26   Male   60 - 64  176283
## 27 Female   65 - 69  185685
## 28   Male   65 - 69  171275
## 29 Female   70 - 74  186034
## 30   Male   70 - 74  163697
## 31 Female   75 - 79  118190
## 32   Male   75 - 79   93987
## 33 Female   80 - 84   96256
## 34   Male   80 - 84   65140
## 35 Female       85+  103429
## 36   Male       85+   47581
## 37 Female Undefined 2797030
## 38   Male Undefined 2728262
oprint(summary(RR,"mean"))
##     Exposure_agent            Response   ER_function Scaling Scenario Gender
## 1             Fish All-cause mortality            RR    None      BAU Female
## 2           Omega3       Breast cancer            RR    None      BAU Female
## 3             Fish          Depression            RR    None      BAU Female
## 4           Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 5             Fish All-cause mortality            RR    None      BAU   Male
## 6           Omega3       Breast cancer            RR    None      BAU   Male
## 7             Fish          Depression            RR    None      BAU   Male
## 8           Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 9             Fish All-cause mortality            RR    None      BAU Female
## 10          Omega3       Breast cancer            RR    None      BAU Female
## 11            Fish          Depression            RR    None      BAU Female
## 12          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 13            Fish All-cause mortality            RR    None      BAU   Male
## 14          Omega3       Breast cancer            RR    None      BAU   Male
## 15            Fish          Depression            RR    None      BAU   Male
## 16          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 17            Fish All-cause mortality            RR    None      BAU Female
## 18          Omega3       Breast cancer            RR    None      BAU Female
## 19            Fish          Depression            RR    None      BAU Female
## 20          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 21            Fish All-cause mortality            RR    None      BAU   Male
## 22          Omega3       Breast cancer            RR    None      BAU   Male
## 23            Fish          Depression            RR    None      BAU   Male
## 24          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 25            Fish All-cause mortality            RR    None      BAU Female
## 26          Omega3       Breast cancer            RR    None      BAU Female
## 27            Fish          Depression            RR    None      BAU Female
## 28          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 29            Fish All-cause mortality            RR    None      BAU   Male
## 30          Omega3       Breast cancer            RR    None      BAU   Male
## 31            Fish          Depression            RR    None      BAU   Male
## 32          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 33            Fish All-cause mortality            RR    None      BAU Female
## 34          Omega3       Breast cancer            RR    None      BAU Female
## 35            Fish          Depression            RR    None      BAU Female
## 36          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 37            Fish All-cause mortality            RR    None      BAU   Male
## 38          Omega3       Breast cancer            RR    None      BAU   Male
## 39            Fish          Depression            RR    None      BAU   Male
## 40          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 41            Fish All-cause mortality            RR    None      BAU Female
## 42          Omega3       Breast cancer            RR    None      BAU Female
## 43            Fish          Depression            RR    None      BAU Female
## 44          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 45            Fish All-cause mortality            RR    None      BAU   Male
## 46          Omega3       Breast cancer            RR    None      BAU   Male
## 47            Fish          Depression            RR    None      BAU   Male
## 48          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 49            Fish All-cause mortality            RR    None      BAU Female
## 50          Omega3       Breast cancer            RR    None      BAU Female
## 51            Fish          Depression            RR    None      BAU Female
## 52          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 53            Fish All-cause mortality            RR    None      BAU   Male
## 54          Omega3       Breast cancer            RR    None      BAU   Male
## 55            Fish          Depression            RR    None      BAU   Male
## 56          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 57            Fish All-cause mortality            RR    None      BAU Female
## 58          Omega3       Breast cancer            RR    None      BAU Female
## 59            Fish          Depression            RR    None      BAU Female
## 60          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 61            Fish All-cause mortality            RR    None      BAU   Male
## 62          Omega3       Breast cancer            RR    None      BAU   Male
## 63            Fish          Depression            RR    None      BAU   Male
## 64          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 65            Fish All-cause mortality            RR    None      BAU Female
## 66          Omega3       Breast cancer            RR    None      BAU Female
## 67            Fish          Depression            RR    None      BAU Female
## 68          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 69            Fish All-cause mortality            RR    None      BAU   Male
## 70          Omega3       Breast cancer            RR    None      BAU   Male
## 71            Fish          Depression            RR    None      BAU   Male
## 72          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 73            Fish All-cause mortality            RR    None      BAU Female
## 74          Omega3       Breast cancer            RR    None      BAU Female
## 75            Fish          Depression            RR    None      BAU Female
## 76          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 77            Fish All-cause mortality            RR    None      BAU   Male
## 78          Omega3       Breast cancer            RR    None      BAU   Male
## 79            Fish          Depression            RR    None      BAU   Male
## 80          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 81            Fish All-cause mortality            RR    None      BAU Female
## 82          Omega3       Breast cancer            RR    None      BAU Female
## 83            Fish          Depression            RR    None      BAU Female
## 84          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 85            Fish All-cause mortality            RR    None      BAU   Male
## 86          Omega3       Breast cancer            RR    None      BAU   Male
## 87            Fish          Depression            RR    None      BAU   Male
## 88          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 89            Fish All-cause mortality            RR    None      BAU Female
## 90          Omega3       Breast cancer            RR    None      BAU Female
## 91            Fish          Depression            RR    None      BAU Female
## 92          Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 93            Fish All-cause mortality            RR    None      BAU   Male
## 94          Omega3       Breast cancer            RR    None      BAU   Male
## 95            Fish          Depression            RR    None      BAU   Male
## 96          Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 97            Fish All-cause mortality            RR    None      BAU Female
## 98          Omega3       Breast cancer            RR    None      BAU Female
## 99            Fish          Depression            RR    None      BAU Female
## 100         Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 101           Fish All-cause mortality            RR    None      BAU   Male
## 102         Omega3       Breast cancer            RR    None      BAU   Male
## 103           Fish          Depression            RR    None      BAU   Male
## 104         Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 105           Fish All-cause mortality            RR    None      BAU Female
## 106         Omega3       Breast cancer            RR    None      BAU Female
## 107           Fish          Depression            RR    None      BAU Female
## 108         Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 109           Fish All-cause mortality            RR    None      BAU   Male
## 110         Omega3       Breast cancer            RR    None      BAU   Male
## 111           Fish          Depression            RR    None      BAU   Male
## 112         Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 113           Fish All-cause mortality            RR    None      BAU Female
## 114         Omega3       Breast cancer            RR    None      BAU Female
## 115           Fish          Depression            RR    None      BAU Female
## 116         Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 117           Fish All-cause mortality            RR    None      BAU   Male
## 118         Omega3       Breast cancer            RR    None      BAU   Male
## 119           Fish          Depression            RR    None      BAU   Male
## 120         Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 121           Fish All-cause mortality            RR    None      BAU Female
## 122         Omega3       Breast cancer            RR    None      BAU Female
## 123           Fish          Depression            RR    None      BAU Female
## 124         Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 125           Fish All-cause mortality            RR    None      BAU   Male
## 126         Omega3       Breast cancer            RR    None      BAU   Male
## 127           Fish          Depression            RR    None      BAU   Male
## 128         Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 129           Fish All-cause mortality            RR    None      BAU Female
## 130         Omega3       Breast cancer            RR    None      BAU Female
## 131           Fish          Depression            RR    None      BAU Female
## 132         Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 133           Fish All-cause mortality            RR    None      BAU   Male
## 134         Omega3       Breast cancer            RR    None      BAU   Male
## 135           Fish          Depression            RR    None      BAU   Male
## 136         Omega3      CHD2 mortality Relative Hill    None      BAU   Male
## 137           Fish All-cause mortality            RR    None      BAU Female
## 138         Omega3       Breast cancer            RR    None      BAU Female
## 139           Fish          Depression            RR    None      BAU Female
## 140         Omega3      CHD2 mortality Relative Hill    None      BAU Female
## 141           Fish All-cause mortality            RR    None      BAU   Male
## 142         Omega3       Breast cancer            RR    None      BAU   Male
## 143           Fish          Depression            RR    None      BAU   Male
## 144         Omega3      CHD2 mortality Relative Hill    None      BAU   Male
##         Age Exposure      mean
## 1     0 - 4   Direct 0.9358703
## 2     0 - 4   Direct 0.7780451
## 3     0 - 4   Direct 0.8473742
## 4     0 - 4   Direct 0.8448987
## 5     0 - 4   Direct 0.9053645
## 6     0 - 4   Direct 0.6880516
## 7     0 - 4   Direct 0.7800328
## 8     0 - 4   Direct 0.8402973
## 9     5 - 9   Direct 0.9358703
## 10    5 - 9   Direct 0.7780451
## 11    5 - 9   Direct 0.8473742
## 12    5 - 9   Direct 0.8448987
## 13    5 - 9   Direct 0.9053645
## 14    5 - 9   Direct 0.6880516
## 15    5 - 9   Direct 0.7800328
## 16    5 - 9   Direct 0.8402973
## 17  10 - 14   Direct 0.9358703
## 18  10 - 14   Direct 0.7780451
## 19  10 - 14   Direct 0.8473742
## 20  10 - 14   Direct 0.8448987
## 21  10 - 14   Direct 0.9053645
## 22  10 - 14   Direct 0.6880516
## 23  10 - 14   Direct 0.7800328
## 24  10 - 14   Direct 0.8402973
## 25  15 - 19   Direct 0.9358703
## 26  15 - 19   Direct 0.7780451
## 27  15 - 19   Direct 0.8473742
## 28  15 - 19   Direct 0.8448987
## 29  15 - 19   Direct 0.9053645
## 30  15 - 19   Direct 0.6880516
## 31  15 - 19   Direct 0.7800328
## 32  15 - 19   Direct 0.8402973
## 33  20 - 24   Direct 0.9358703
## 34  20 - 24   Direct 0.7780451
## 35  20 - 24   Direct 0.8473742
## 36  20 - 24   Direct 0.8448987
## 37  20 - 24   Direct 0.9053645
## 38  20 - 24   Direct 0.6880516
## 39  20 - 24   Direct 0.7800328
## 40  20 - 24   Direct 0.8402973
## 41  25 - 29   Direct 0.9358703
## 42  25 - 29   Direct 0.7780451
## 43  25 - 29   Direct 0.8473742
## 44  25 - 29   Direct 0.8448987
## 45  25 - 29   Direct 0.9053645
## 46  25 - 29   Direct 0.6880516
## 47  25 - 29   Direct 0.7800328
## 48  25 - 29   Direct 0.8402973
## 49  30 - 34   Direct 0.9358703
## 50  30 - 34   Direct 0.7780451
## 51  30 - 34   Direct 0.8473742
## 52  30 - 34   Direct 0.8448987
## 53  30 - 34   Direct 0.9053645
## 54  30 - 34   Direct 0.6880516
## 55  30 - 34   Direct 0.7800328
## 56  30 - 34   Direct 0.8402973
## 57  35 - 39   Direct 0.9358703
## 58  35 - 39   Direct 0.7780451
## 59  35 - 39   Direct 0.8473742
## 60  35 - 39   Direct 0.8448987
## 61  35 - 39   Direct 0.9053645
## 62  35 - 39   Direct 0.6880516
## 63  35 - 39   Direct 0.7800328
## 64  35 - 39   Direct 0.8402973
## 65  40 - 44   Direct 0.9358703
## 66  40 - 44   Direct 0.7780451
## 67  40 - 44   Direct 0.8473742
## 68  40 - 44   Direct 0.8448987
## 69  40 - 44   Direct 0.9053645
## 70  40 - 44   Direct 0.6880516
## 71  40 - 44   Direct 0.7800328
## 72  40 - 44   Direct 0.8402973
## 73  45 - 49   Direct 0.9358703
## 74  45 - 49   Direct 0.7780451
## 75  45 - 49   Direct 0.8473742
## 76  45 - 49   Direct 0.8448987
## 77  45 - 49   Direct 0.9053645
## 78  45 - 49   Direct 0.6880516
## 79  45 - 49   Direct 0.7800328
## 80  45 - 49   Direct 0.8402973
## 81  50 - 54   Direct 0.9358703
## 82  50 - 54   Direct 0.7780451
## 83  50 - 54   Direct 0.8473742
## 84  50 - 54   Direct 0.8448987
## 85  50 - 54   Direct 0.9053645
## 86  50 - 54   Direct 0.6880516
## 87  50 - 54   Direct 0.7800328
## 88  50 - 54   Direct 0.8402973
## 89  55 - 59   Direct 0.9358703
## 90  55 - 59   Direct 0.7780451
## 91  55 - 59   Direct 0.8473742
## 92  55 - 59   Direct 0.8448987
## 93  55 - 59   Direct 0.9053645
## 94  55 - 59   Direct 0.6880516
## 95  55 - 59   Direct 0.7800328
## 96  55 - 59   Direct 0.8402973
## 97  60 - 64   Direct 0.9358703
## 98  60 - 64   Direct 0.7780451
## 99  60 - 64   Direct 0.8473742
## 100 60 - 64   Direct 0.8448987
## 101 60 - 64   Direct 0.9053645
## 102 60 - 64   Direct 0.6880516
## 103 60 - 64   Direct 0.7800328
## 104 60 - 64   Direct 0.8402973
## 105 65 - 69   Direct 0.9358703
## 106 65 - 69   Direct 0.7780451
## 107 65 - 69   Direct 0.8473742
## 108 65 - 69   Direct 0.8448987
## 109 65 - 69   Direct 0.9053645
## 110 65 - 69   Direct 0.6880516
## 111 65 - 69   Direct 0.7800328
## 112 65 - 69   Direct 0.8402973
## 113 70 - 74   Direct 0.9358703
## 114 70 - 74   Direct 0.7780451
## 115 70 - 74   Direct 0.8473742
## 116 70 - 74   Direct 0.8448987
## 117 70 - 74   Direct 0.9053645
## 118 70 - 74   Direct 0.6880516
## 119 70 - 74   Direct 0.7800328
## 120 70 - 74   Direct 0.8402973
## 121 75 - 79   Direct 0.9358703
## 122 75 - 79   Direct 0.7780451
## 123 75 - 79   Direct 0.8473742
## 124 75 - 79   Direct 0.8448987
## 125 75 - 79   Direct 0.9053645
## 126 75 - 79   Direct 0.6880516
## 127 75 - 79   Direct 0.7800328
## 128 75 - 79   Direct 0.8402973
## 129 80 - 84   Direct 0.9358703
## 130 80 - 84   Direct 0.7780451
## 131 80 - 84   Direct 0.8473742
## 132 80 - 84   Direct 0.8448987
## 133 80 - 84   Direct 0.9053645
## 134 80 - 84   Direct 0.6880516
## 135 80 - 84   Direct 0.7800328
## 136 80 - 84   Direct 0.8402973
## 137     85+   Direct 0.9358703
## 138     85+   Direct 0.7780451
## 139     85+   Direct 0.8473742
## 140     85+   Direct 0.8448987
## 141     85+   Direct 0.9053645
## 142     85+   Direct 0.6880516
## 143     85+   Direct 0.7800328
## 144     85+   Direct 0.8402973
###################
# Graphs
trim <- function(ova) return(oapply(ova, NULL, mean, "Iter")@output)

ggplot(amount@output, aes(x=Gender, weight=amountResult, fill=Kala))+geom_bar()+
  labs(
    title="Kalansyönti Suomessa ikäryhmittäin",
    y="Syönti (g/d)"
  )

ggsave("Kalansyönti Suomessa ikäryhmittäin.svg")
## Saving 7 x 5 in image
plot_ly(trim(total_amount), x=~Kala, y=~total_amountResult, color=~Kala, type="bar") %>%
  layout(yaxis=list(title="Kalan kokonaiskulutus Suomessa (milj kg /a)"), barmode="stack")
## Warning: `arrange_()` is deprecated as of dplyr 0.7.0.
## Please use `arrange()` instead.
## See vignette('programming') for more help
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_warnings()` to see where this warning was generated.
plot_ly(trim(conc_vit), x=~Nutrient, y=~conc_vitResult, color=~Kala, type="scatter", mode="markers") %>%
  layout(yaxis=list(title="Concentrations of nutrients (mg or ug /g)"))
## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors
## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors
ggplot(conc_pfas@output, aes(x=Fish, y=conc_pfasResult))+geom_point()+ # Inputed data for missing species.
  coord_flip()

ggplot(conc_pfas@output, aes(x=conc_pfasResult, color=Compound, linetype=Area))+stat_ecdf()+
  scale_x_log10()+
  stat_ecdf(data=conc_eukalat@output, aes(x=conc_eukalatResult))+
  scale_linetype_manual(values=c("dotted","solid","twodash"))+
  labs(
    title="PFAS concentration in fishes in Finland",
    x="PFAS concentration (ng/g fresh weight)",
    y="Cumulative probability"
  )

# The code may produce some negative values, which are removed from the graph
ggsave("PFAS-pitoisuus kalassa Suomessa.svg")
## Saving 7 x 5 in image
ggplot(conc@output, aes(x=concResult, colour=Fish))+stat_ecdf()+
  facet_wrap(~Compound, scales="free_x")

#ggplot(oapply(expo_dir, cols=c("Iter"),FUN=mean)@output,
#       aes(x=Gender, weight=expo_dirResult,fill=Fish))+geom_bar()+
#  facet_wrap(~Compound, scales="free_y")+
#  labs(title="Eri yhdisteiden saanti kalasta")
#ggsave("Yhdisteiden saanti kalasta Suomessa.svg")

plot_ly(trim(exposure), x=~Gender, y=~exposureResult, color=~Exposure_agent, text=~Exposure_agent, type="bar") %>%
  layout(yaxis=list(title="Exposure to nutrients (g or ug /d)"))
## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors

## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors
ggplot(trim(exposure), aes(x=Gender, weight=exposureResult, fill=Gender))+geom_bar()+
  facet_wrap(~Exposure_agent, scales="free_y")+
  labs(
    title="Exposure to compounds",
    y="(omega: mg/d; vit D: ug/d, PFAS: ng/d)"
  )

cat("Kalaperäisiä tautitaakkoja Suomessa\n")
## Kalaperäisiä tautitaakkoja Suomessa
if(openv$N>1) {
  tmp <- summary(oapply(BoDattr,NULL,sum,c("Age","Gender","Response")))
  tmp <- data.frame(
    Altiste = tmp$Exposure_agent,
    Vaikutus = tmp$Response,
    Keskiarvo = as.character(signif(tmp$mean,2)),
    "95 luottamusväli" = paste0(signif(tmp$Q0.025,2)," - ", signif(tmp$Q0.975,2)),
    Keskihajonta = signif(tmp$sd,2)
  )#[rev(match(lev, tmp$Exposure_agent)),]

  oprint(tmp)
  
  tmp <- summary(oapply(BoDattr,NULL,sum,c("Age","Gender","Exposure_agent")))
  tmp <- data.frame(
    Terveysvaikutus = tmp$Response,
    Keskiarvo = signif(tmp$mean,2),
    "95 luottamusväli" = paste0(signif(tmp$Q0.025,2)," - ", signif(tmp$Q0.975,2)),
    Keskihajonta = signif(tmp$sd,2)
  )
  oprint(tmp)
}

ggplot(trim(BoDattr), aes(x=Exposure_agent, weight=BoDattrResult, fill=Response))+geom_bar()

ggplot(trim(BoDattr), aes(x=Response, weight=BoDattrResult, fill=Exposure_agent))+geom_bar()

ggplot(trim(BoDattr), aes(x=Age, weight=BoDattrResult, fill=Response))+geom_bar(position="stack")+
  scale_x_discrete(breaks = levels(ages)[seq(1,length(ages),3)])

ggplot(trim(BoDattr), aes(x=Age, weight=BoDattrResult, fill=Response))+geom_bar(position="stack")+
  scale_x_discrete(breaks = levels(ages)[seq(1,length(ages),3)])+
  coord_cartesian(ylim=c(-2000,2000))

plot_ly(trim(BoDattr), x=~Age, y=~BoDattrResult, color=~Response, text=~paste(Age, Exposure_agent, sep=": "), type="bar") %>%
  layout(yaxis=list(title="Disease burden (DALY /a); CHD2=coronary heart disease"), barmode="stack")
## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors

## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors
plot_ly(trim(BoDattr), x=~Exposure_agent, y=~BoDattrResult, color=~Response, text=~paste(Age, Exposure_agent, sep=": "), type="bar") %>%
  layout(yaxis=list(title="Disease burden (DALY /a); CHD2=coronary heart disease"), barmode="stack")
## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors

## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors
################ Insight network
gr <- scrape(type="assessment")
objects.latest("Op_en3861", "makeGraph") # [[Insight network]]
## Loading objects:
##   makeGraph
gr <- makeGraph(gr)
## Loading required package: DiagrammeR
## Loading objects:
##   formatted
## Loading objects:
##   chooseGr
#export_graph(gr, "ruori.svg")
#render_graph(gr) # Does not work: Error in generate_dot(graph) : object 'attribute' not found
##################### Diagnostics
objects.latest("Op_en6007", code_name="diagnostics")
## Loading objects:
##   showind
##   binoptest
##   showLoctable
##   ovashapetest
showLoctable()
showind()
## Hg is not an ovariable.
## subgrouping is not an ovariable.
## mc2d is not an ovariable.
## sumExposcen is not an ovariable.
## mc2d is not an ovariable.
## mc2dparam is not an ovariable.
## TEFversion is not an ovariable.
# Run all above